IAMJB/paper_conference_aggregate · Datasets at Hugging Face

id stringlengths 4 45	proceedings stringlengths 38 198	type stringclasses 18 values	arxiv_id stringlengths 0 10	title stringlengths 10 207	authors sequencelengths 1 125 ⌀	paper_page stringlengths 0 40	GitHub sequencelengths 0 3	Spaces sequencelengths 0 100	Models sequencelengths 0 100	Datasets sequencelengths 0 100	conference_name stringclasses 16 values
Workshop/WANT	https://openreview.net/forum?id=6s77hjBNfS	poster	2310.06694	Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning	[ "Mengzhou Xia", "Tianyu Gao", "Zhiyuan Zeng", "Danqi Chen" ]	https://huggingface.co/papers/2310.06694	[ "https://github.com/princeton-nlp/llm-shearing" ]	[ "AnishKumbhar/princeton-nlp-Sheared-LLaMA-2.7B", "theodac/princeton-nlp-Sheared-LLaMA-1.3B", "Thenujan/princeton-nlp-Sheared-LLaMA-1.3B", "Kjgarza/metadata_transformer", "Vexvoi/princeton-nlp-Sheared-LLaMA-2.7B" ]	[ "princeton-nlp/Sheared-LLaMA-1.3B", "princeton-nlp/Sheared-LLaMA-2.7B", "llama-moe/LLaMA-MoE-v1-3_5B-4_16", "llama-moe/LLaMA-MoE-v1-3_5B-2_8", "princeton-nlp/Sheared-LLaMA-1.3B-ShareGPT", "llama-moe/LLaMA-MoE-v1-3_0B-2_16", "princeton-nlp/Sheared-LLaMA-2.7B-ShareGPT", "princeton-nlp/Sheared-Pythia-160m", "Aryanne/Sheared-LLaMA-2.7B-gguf", "princeton-nlp/Sheared-LLaMA-2.7B-Pruned", "princeton-nlp/Sheared-LLaMA-1.3B-Pruned", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-3.0bpw-h6-exl2", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-4.0bpw-h6-exl2", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-6.0bpw-h6-exl2", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-5.0bpw-h6-exl2", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-8.0bpw-h8-exl2", "ahnyeonchan/legendary-river-koalpaca", "gradientai/Sheared-LLaMA-1.3B-ShareGPT-jax", "RichardErkhov/ahnyeonchan_-_legendary-river-koalpaca-gguf" ]	[]	NeurIPS2024
Workshop/WANT	https://openreview.net/forum?id=4qpwILUP5N	poster	2401.03830	A foundation for exact binarized morphological neural networks	[ "Theodore Aouad", "Hugues Talbot" ]		[ "https://github.com/TheodoreAouad/LBQNN2023" ]	[]	[]	[]	NeurIPS2024
Workshop/WANT	https://openreview.net/forum?id=4XtUj6Uzt3	poster	2402.11025	Training Bayesian Neural Networks with Sparse Subspace Variational Inference	[ "Junbo Li", "Zichen Miao", "Qiang Qiu", "Ruqi Zhang" ]	https://huggingface.co/papers/2402.11025	[ "https://github.com/ljb121002/ssvi" ]	[]	[]	[]	NeurIPS2024
Workshop/WANT	https://openreview.net/forum?id=4CLNFKi12w	poster	2311.02428	Task Arithmetic with LoRA for Continual Learning	[ "Rajas Chitale", "Ankit Vaidya", "Aditya Kane", "Archana Santosh Ghotkar" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/WANT	https://openreview.net/forum?id=3GL2GETaaL	poster	2307.02620	Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning	[ "Colin Bellinger", "Mark Crowley", "Isaac Tamblyn" ]		[ "https://github.com/cbellinger27/learning-when-to-observe-in-rl" ]	[]	[]	[]	NeurIPS2024
Workshop/WANT	https://openreview.net/forum?id=2KYHntOYKw	poster	2312.08532	Cooperative Learning for Cost-Adaptive Inference	[ "Xingli Fang", "Richard M Bradford", "Jung-Eun Kim" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/WANT	https://openreview.net/forum?id=0UfULsElsz	poster	2311.18598	Generalisable Agents for Neural Network Optimisation	[ "Kale-ab Tessera", "Callum Rhys Tilbury", "Sasha Abramowitz", "Ruan John de Kock", "Omayma Mahjoub", "Benjamin Rosman", "Sara Hooker", "Arnu Pretorius" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=yQcebEgQfH	oral	2402.04845	AlphaFold Meets Flow Matching for Generating Protein Ensembles	[ "Bowen Jing", "Bonnie Berger", "Tommi Jaakkola" ]		[ "https://github.com/bjing2016/alphaflow" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=y14a0nIECr	oral	2306.12360	Protein Discovery with Discrete Walk-Jump Sampling	[ "Nathan Frey", "Dan Berenberg", "Karina Zadorozhny", "Joseph Kleinhenz", "Julien Lafrance-Vanasse", "Isidro Hotzel", "Yan Wu", "Stephen Ra", "Richard Bonneau", "Kyunghyun Cho", "Vladimir Gligorijevic", "Saeed Saremi" ]	https://huggingface.co/papers/2306.12360	[ "https://github.com/prescient-design/walk-jump" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=vXXEfmYsvS	poster		SecretoGen: towards prediction of signal peptides for efficient protein secretion	[ "Felix Teufel", "Carsten Stahlhut", "Jan Refsgaard", "Henrik Nielsen", "Ole Winther", "Dennis Madsen" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=sWCsSKqkXa	poster		ProteinRL: Reinforcement learning with generative protein language models for property-directed sequence design	[ "Matt Sternke", "Joel Karpiak" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=qP69kXPdJM	poster		Protein generation with evolutionary diffusion: sequence is all you need	[ "Sarah Alamdari", "Nitya Thakkar", "Rianne van den Berg", "Alex Lu", "Nicolo Fusi", "Ava Amini", "Kevin Yang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=mMKxmeBGTb	poster		In vitro validated antibody design against multiple therapeutic antigens using generative inverse folding	[ "Amir Shanehsazzadeh" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=m2BtAzGzyZ	poster		Unexplored regions of the protein sequence-structure map revealed at scale by a library of “foldtuned” language models	[ "Arjuna Subramanian", "Matt Thomson" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=lOIKlYR3vX	poster		Targeting tissues via dynamic human systems modeling in generative design	[ "Zachary Fox", "Nolan English", "Belinda Akpa" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=kzk5Huibm0	oral	2312.05340	Transition Path Sampling with Boltzmann Generator-based MCMC Moves	[ "Michael Plainer", "Hannes Stark", "Charlotte Bunne", "Stephan Günnemann" ]		[ "https://github.com/plainerman/latent-tps" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=jbamDZ374t	poster		Causal Discovery in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems	[ "Trang Nguyen", "Alexander Tong", "Kanika Madan", "Yoshua Bengio", "Dianbo Liu" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=jasx3fgu4G	oral	2309.16064	Masked Autoencoders are Scalable Learners of Cellular Morphology	[ "Oren Kraus", "Kian Kenyon-Dean", "Saber Saberian", "Maryam Fallah", "Peter McLean", "Jess Leung", "Vasudev Sharma", "Ayla Khan", "Jia Balakrishnan", "Safiye Celik", "Maciej Sypetkowski", "Chi Cheng", "Kristen Morse", "Maureen Makes", "Ben Mabey", "Berton Earnshaw" ]	https://huggingface.co/papers/2309.16064	[ "https://github.com/recursionpharma/maes_microscopy" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=itp5RDMlNV	poster		SE(3) denoising score matching for unsupervised binding energy prediction and nanobody design	[ "Wengong Jin", "Caroline Uhler", "Nir Hacohen" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=ineR4aPK9p	oral		Analysis of cellular phenotypes with unbiased image-based generative models	[ "Ruben Fonnegra", "Mohammad Sanian", "Zitong Chen", "Lassi Paavolainen", "Juan Caicedo" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=iO59l1LFvJ	poster	2311.12035	Delta Score: Improving the Binding Assessment of Structure-Based Drug Design Methods	[ "Minsi Ren", "Bowen Gao", "Bo Qiang", "Yanyan Lan" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=iEGdcrWDV1	poster		On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay	[ "Moein Khajehnejad", "Forough Habibollahi", "Alon Loeffler", "Brett Kagan", "Adeel Razi" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=htwkLbaFhk	poster		Contextualized Networks Reveal Heterogeneous Transcriptomic Regulation in Tumors at Sample-Specific Resolution	[ "Caleb Ellington", "Ben Lengerich", "Thomas Watkins", "Jiekun Yang", "Hanxi Xiao", "Manolis Kellis", "Eric Xing" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=hYlfUTyp6p	oral		TacoGFN: Target Conditioned GFlowNet for Drug Design	[ "Tony Shen", "Mohit Pandey", "Martin Ester" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=cplCMo4II4	poster		Microenvironment Flows as Protein Engineers	[ "Chengyue Gong", "Lemeng Wu", "Daniel Diaz", "Xingchao Liu", "James Loy", "Adam Klivans", "qiang liu" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=bxZMKHtlL6	oral		AntiFold: Improved antibody structure design using inverse folding	[ "Magnus Høie", "Alissa Hummer", "Tobias Olsen", "Morten Nielsen", "Charlotte Deane" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=bh8dw3guwY	poster		DynamicBind: Predicting ligand-specific protein-ligand complex structure with a deep equivariant generative model	[ "Wei Lu", "Jixian Zhang", "Huang Weifeng", "Ziqiao Zhang", "Chengtao Li", "Shuangjia Zheng" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=bPcgbKDCUQ	poster		Guiding diffusion models for antibody sequence and structure co-design with developability properties	[ "Amelia Villegas-Morcillo", "Jana Weber", "Marcel Reinders" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=b54p3jCgBw	poster	2305.15441	Improving few-shot learning-based protein engineering with evolutionary sampling	[ "Muhammad Zaki Jawaid", "Aayushma Gautam", "T. Gainous", "Dan Hart", "Robin Yeo", "Timothy Daley" ]		[ "https://github.com/SuperSecretBioTech/evolutionary_monte_carlo_search" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=awRjbuWxe4	poster		Inpainting Protein Sequence and Structure with ProtFill	[ "Elizaveta Kozlova", "Arthur Valentin", "Daniel Nakhaee-Zadeh Gutierrez" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=Z4ia7s2tpV	oral	2311.13466	Accelerating Inference in Molecular Diffusion Models with Latent Representations of Protein Structure	[ "Ian Dunn", "David Koes" ]		[ "https://github.com/dunni3/keypoint-diffusion" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=YTrlu38mM4	oral	2312.05273	Evaluating Zero-Shot Scoring for In Vitro Antibody Binding Prediction with Experimental Validation	[ "Divya Nori", "Simon Mathis", "Amir Shanehsazzadeh" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=YOGss3XXp0	poster		Fine-tuned protein language models capture T cell receptor stochasticity	[ "Lewis Cornwall", "Grisha Szep", "James Day", "S R Gokul Krishnan", "David Carter", "Jamie Blundell", "Lilly Wollman", "Neil Dalchau", "Aaron Sim" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=XgkYO1S2vM	poster		Harmonic Prior Self-conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design	[ "Hannes Stark", "Bowen Jing", "Regina Barzilay", "Tommi Jaakkola" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=T3ROexdopD	oral		Exploring the building blocks of cell organization as high-order network motifs with graph isomorphism network	[ "Yang Yu", "Shuang Wang", "Dong Xu", "Juexin Wang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=SckdgVW3Kq	poster		Conditional Generation of Antigen Specific T-cell Receptor Sequences	[ "Dhuvarakesh Karthikeyan", "Colin Raffel", "Benjamin Vincent", "Alex Rubinsteyn" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=SJYY3nQ0cX	poster		Enhancing Language Models for Technical Domains with Dynamic Token Injection	[ "Giorgio Giannone", "Neil Tenenholtz", "James Hall", "Nicolo Fusi", "David Alvarez-Melis" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=Qrx0Dt3RBg	poster		Scalable Multimer Structure Prediction using Diffusion Models	[ "Peter Pao-Huang", "Bowen Jing", "Bonnie Berger" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=QrH4bhWhwY	poster	2301.02748	Generative Antibody Design for Complementary Chain Pairing Sequences through Encoder-Decoder Language Model	[ "Simon Chu", "Kathy Wei" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=Pa6mFTZY4R	poster		Generative design for gene therapy: An in vivo validated method	[ "Farhan Damani", "David Brookes", "Jeffrey Chan", "Rishi Jajoo", "Alexander Mijalis", "Joyce Samson", "Flaviu Vadan", "Cameron Webster", "Stephen Malina", "Sam Sinai" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=PQa3giMLZp	poster		Bending and Binding: Predicting Protein Flexibility upon Ligand Interaction using Diffusion Models	[ "Xuejin Zhang", "Tomas Geffner", "Matt McPartlon", "Mehmet Akdel", "Dylan Abramson", "Graham Holt", "Alexander Goncearenco", "Luca Naef", "Michael Bronstein" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=Od1KtMeAYo	poster		Generating Molecular Conformer Fields	[ "Yuyang Wang", "Ahmed Elhag", "Navdeep Jaitly", "Joshua Susskind", "Miguel Bautista" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=Nf5BxVllgq	poster		PoseCheck: Generative Models for 3D Structure-based Drug Design Produce Unrealistic Poses	[ "Charles Harris", "Kieran Didi", "Arian Jamasb", "Chaitanya Joshi", "Simon Mathis", "Pietro Lio", "Tom Blundell" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=Mg2DM0F3AY	poster		A deep generative model of single-cell methylomic data	[ "Ethan Weinberger", "Su-In Lee" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=JWfvMT43pZ	poster	2308.11890	Shape-conditioned 3D Molecule Generation via Equivariant Diffusion Models	[ "Ziqi Chen", "Bo Peng", "srinivasan parthasarathy", "Xia Ning" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=JPOW9FToYX	poster		Sampling Protein Language Models for Functional Protein Design	[ "Jeremie Theddy Darmawan", "Yarin Gal", "Pascal Notin" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=HVQoom7ip2	poster		Parameter-Efficient Fine-Tune on Open Pre-trained Transformers for Genomic Sequence	[ "Huixin Zhan", "Zijun Frank Zhang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=FpUqHQSmqC	poster	2312.02391	Approximation of Intractable Likelihood Functions in Systems Biology via Normalizing Flows	[ "Vincent Zaballa", "Elliot Hui" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=FhFglOZbtZ	oral		The Discovery of Binding Modes Requires Rethinking Docking Generalization	[ "Gabriele Corso", "Arthur Deng", "Nicholas Polizzi", "Regina Barzilay", "Tommi Jaakkola" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=F6LNvZNBsp	poster		regLM: Designing realistic regulatory DNA with autoregressive language models	[ "Avantika Lal", "Tommaso Biancalani", "Gökcen Eraslan" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=Enqxq6TWoZ	poster		Epitope-specific antibody design using diffusion models on the latent space of ESM embeddings	[ "Tomer Cohen", "Dina Schneidman-Duhovny" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=Ejw5zOOgLp	poster		An Energy Based Model for Incorporating Sequence Priors for Target-Specific Antibody Design	[ "Yining Huang", "Steffanie Paul", "Debora Marks" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=EKt4NQZ47U	poster	2310.12304	Preference Optimization for Molecular Language Models	[ "Ryan Park", "Ryan Theisen", "Rayees Rahman", "Anna Cichońska", "Marcel Patek", "Navriti Sahni" ]		[ "https://github.com/harmonic-discovery/pref-opt-for-mols" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=E3HN48zjam	poster	2401.05370	Autoregressive fragment-based diffusion for pocket-aware ligand design	[ "Mahdi Ghorbani", "Leo Gendelev", "Paul Beroza", "Michael Keiser" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=DpbMk2KOOX	poster		Genomic language model predicts protein co-regulation and function	[ "Yunha Hwang", "Andre Cornman", "Sergey Ovchinnikov", "Peter Girguis" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=DUjUJCqqA7	poster		Fine-tuning protein Language Models by ranking protein fitness	[ "Minji Lee", "Kyungmin Lee", "Jinwoo Shin" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=D6PJjvaE3D	oral		Amalga: Designable Protein Backbone Generation with Folding and Inverse Folding Guidance	[ "Shugao Chen", "Ziyao Li", "xiangxiang Zeng", "Guolin Ke" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=CsjGuWD7hk	poster		Integrating Protein Structure Prediction and Bayesian Optimization for Peptide Design	[ "Negin Manshour", "Fei He", "Duolin Wang", "Dong Xu" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=ChU7MCLk1J	oral		Binding Oracle: Fine-Tuning From Stability to Binding Free Energy	[ "Chengyue Gong", "Adam Klivans", "Jordan Wells", "James Loy", "qiang liu", "Alex Dimakis", "Daniel Diaz" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=CKCNCW9wxB	poster		Generative AI for designing and validating easily synthesizable and structurally novel antibiotics	[ "Kyle Swanson", "Gary Liu", "Denise Catacutan", "James Zou", "Jonathan Stokes" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=BE2hok0lES	poster		UMD-fit: Generating Realistic Ligand Conformations for Distance-Based Deep Docking Models	[ "Eric Alcaide", "Ziyao Li", "Hang Zheng", "Zhifeng Gao", "Guolin Ke" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=AlPg6if5PU	oral		DiffDock-Site: A Novel Paradigm for Enhanced Protein-Ligand Predictions through Binding Site Identification	[ "Huanlei Guo", "Song Liu", "Mingdi HU", "Yilun Lou", "Bingyi Jing" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=ALsSka1db3	poster		Through the looking glass: navigating in latent space to optimize over combinatorial synthesis libraries	[ "Aryan Pedawi", "Saulo De Oliveira", "Henry van den Bedem" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=9BQ3l8OVru	oral		Generative Flow Networks Assisted Biological Sequence Editing	[ "Pouya M. Ghari", "Alex Tseng", "Gökcen Eraslan", "Romain Lopez", "Tommaso Biancalani", "Gabriele Scalia", "Ehsan Hajiramezanali" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=8PbTU4exnV	poster		Combining Structure and Sequence for Superior Fitness Prediction	[ "Steffanie Paul", "Aaron Kollasch", "Pascal Notin", "Debora Marks" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=73wnK2BvWg	poster		Improving Precision in Language Models Learning from Invalid Samples	[ "Niels Larsen", "Giorgio Giannone", "Ole Winther", "Kai Blin" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=6NtRll9VdH	poster		Machine learning derived embeddings of bulk multi-omics data enable clinically significant representations in a pan-cancer cohort	[ "Sanjay Nagaraj", "ZACHARY MCCAW", "Theofanis Karaletsos", "Daphne Koller", "Anna Shcherbina" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=4k926QVVM4	poster		Target-Aware Variational Auto-Encoders for Ligand Generation with Multi-Modal Protein Modeling	[ "Khang Ngo", "Truong Son Hy" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=4HQtWpQ4WG	oral		TopoDiff: Improving Protein Backbone Generation with Topology-aware Latent Encoding	[ "Yuyang Zhang", "Zinnia Ma", "Haipeng Gong" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=46okCAggF5	oral		CodonBERT: Large Language Models for mRNA design and optimization	[ "Sizhen Li", "Saeed Moayedpour", "Ruijiang Li", "Michael Bailey", "Saleh Riahi", "Milad Miladi", "Jacob Miner", "Dinghai Zheng", "Jun Wang", "Akshay Balsubramani", "Khang Tran", "Minnie", "Monica Wu", "Xiaobo Gu", "Ryan Clinton", "Carla Asquith", "Joseph Skaleski", "Lianne Boeglin", "Sudha Chivukula", "Anusha Dias", "Fernando Ulloa Montoya", "Vikram Agarwal", "Ziv Bar-Joseph", "Sven Jager" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=3mcBKvkwWg	poster	2306.14852	CoarsenConf: Equivariant Coarsening with Aggregated Attention for Molecular Conformer Generation	[ "Danny Reidenbach", "Aditi Krishnapriyan" ]		[ "https://github.com/ask-berkeley/coarsenconf" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=2JkSb52D1n	poster	2310.02066	De Novo Drug Design with Joint Transformers	[ "Adam Izdebski", "Ewelina Weglarz-Tomczak", "Ewa Szczurek", "Jakub Tomczak" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=1wa9JEanV5	poster	2310.19685	DGFN: Double Generative Flow Networks	[ "Elaine Lau", "Nikhil Murali Vemgal", "Doina Precup", "Emmanuel Bengio" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=145TM9VQhx	poster		AMP-Diffusion: Integrating Latent Diffusion with Protein Language Models for Antimicrobial Peptide Generation	[ "Tianlai Chen", "Pranay Vure", "Rishab Pulugurta", "Pranam Chatterjee" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/GenBio	https://openreview.net/forum?id=0gl0SJtd2E	poster		Identifying Neglected Hypotheses in Neurodegenerative Disease with Large Language Models	[ "Spencer Hey", "Darren Angle", "Christopher Chatham" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=y4hgiutGdr	poster	2310.08746	Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning	[ "Aakriti Agrawal", "Rohith Aralikatti", "Yanchao Sun", "Furong Huang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=tF464LogjS	poster		Defining and Mitigating Collusion in Multi-Agent Systems	[ "Jack Foxabbott", "Sam Deverett", "Kaspar Senft", "Samuel Dower", "Lewis Hammond" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=eL61LbI4uv	poster	2311.14712	Multiagent Simulators for Social Networks	[ "Aditya Surve", "Archit Rathod", "Mokshit Surana", "Gautam Malpani", "Aneesh Shamraj", "Sainath Reddy Sankepally", "Raghav Jain", "Swapneel S Mehta" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=cYuE7uV4ut	oral		Oracles Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning	[ "Matthias Gerstgrasser", "David C. Parkes" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=XjHF5LWbNS	poster		Dynamics Model Based Adversarial Training For Competitive Reinforcement Learning	[ "Xuan Chen", "Guanhong Tao", "Xiangyu Zhang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=X8mSMsNbff	poster	2402.12673	Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies	[ "Xiangyu Liu", "Chenghao Deng", "Yanchao Sun", "Yongyuan Liang", "Furong Huang" ]	https://huggingface.co/papers/2402.12673	[ "https://github.com/umd-huang-lab/protected" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=QWXwhHQHLv	poster	2311.16781	Generation of Games for Opponent Model Differentiation	[ "David Milec", "Viliam Lisý", "Christopher Kiekintveld" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=KOZwk7BFc3	oral		Language Agents as Hackers: Evaluating Cybersecurity Skills with Capture the Flag	[ "John Yang", "Akshara Prabhakar", "Shunyu Yao", "Kexin Pei", "Karthik R Narasimhan" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=HPmhaOTseN	poster		Second-order Jailbreaks: Generative Agents Successfully Manipulate Through an Intermediary	[ "Mikhail Terekhov", "Romain Graux", "Eduardo Neville", "Denis Rosset", "Gabin Kolly" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=FuzJ9abiJb	poster		RAVE: Enabling safety verification for realistic deep reinforcement learning systems	[ "Wenbo Guo", "Taesung Lee", "Kevin Eykholt", "Jiyong Jiang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=FXZFrOvIoc	poster		A Perfect Collusion Benchmark: How can AI agents be prevented from colluding with information-theoretic undetectability?	[ "Sumeet Ramesh Motwani", "Mikhail Baranchuk", "Lewis Hammond", "Christian Schroeder de Witt" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=CZcIYfiGlL	oral	2311.07815	Cooperative AI via Decentralized Commitment Devices	[ "Xinyuan Sun", "Davide Crapis", "Matt Stephenson", "Jonathan Passerat-Palmbach" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=5U8PGlJt2S	poster		Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach	[ "Xiaolin Sun", "Zizhan Zheng" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=5HuBX8LvuT	poster		Assessing Risks of Using Autonomous Language Models in Military and Diplomatic Planning	[ "Gabriel Mukobi", "Ann-Katrin Reuel", "Juan-Pablo Rivera", "Chandler Smith" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=4RFv40DWkp	poster		Stackelberg Games with Side Information	[ "Keegan Harris", "Steven Wu", "Maria Florina Balcan" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=4831vtb6Bp	poster		Safe Equilibrium	[ "Sam Ganzfried" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=3b8hfpqtlM	oral	2312.12564	Leading the Pack: N-player Opponent Shaping	[ "Alexandra Souly", "Timon Willi", "Akbir Khan", "Robert Kirk", "Chris Lu", "Edward Grefenstette", "Tim Rocktäschel" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=1Zb8JjrgSK	poster	2312.16341	Harnessing the Power of Federated Learning in Federated Contextual Bandits	[ "Chengshuai Shi", "Kun Yang", "Ruida Zhou", "Cong Shen" ]		[ "https://github.com/shengroup/fedigw" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=15wSm5uiSE	poster		Decentralized agent-based modeling	[ "Ayush Chopra", "Arnau Quera-Bofarull", "Nurullah Giray Kuru", "Ramesh Raskar" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/MASEC	https://openreview.net/forum?id=0O5vbRAWol	oral		I See You! Robust Measurement of Adversarial Behavior	[ "Lars Ankile", "Matheus X.V. Ferreira", "David Parkes" ]		[ "" ]	[]	[]	[]	NeurIPS2024
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track	https://openreview.net/forum?id=zogaeVpbaE	oral	2406.10215	DevBench: A multimodal developmental benchmark for language learning	[ "Alvin Wei Ming Tan", "Chunhua Yu", "Bria Lorelle Long", "Wanjing Anya Ma", "Tonya Murray", "Rebecca D. Silverman", "Jason D Yeatman", "Michael Frank" ]		[ "https://github.com/alvinwmtan/dev-bench" ]	[]	[]	[]	NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track	https://openreview.net/forum?id=zgSnSZ0Re6	poster	2402.02500	Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning	[ "Haoyi Zhu", "Yating Wang", "Di Huang", "Weicai Ye", "Wanli Ouyang", "Tong He" ]		[ "https://github.com/haoyizhu/realrobot" ]	[]	[]	[]	NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track	https://openreview.net/forum?id=zg8dpAGl1I	poster	2312.12044	XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX	[ "Alexander Nikulin", "Vladislav Kurenkov", "Ilya Zisman", "Artem Sergeevich Agarkov", "Viacheslav Sinii", "Sergey Kolesnikov" ]	https://huggingface.co/papers/2312.12044	[ "https://github.com/corl-team/xland-minigrid" ]	[]	[]	[]	NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track	https://openreview.net/forum?id=zQ3qU0xWZ5	poster	2407.02680	kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution	[ "Alex Mathai", "Chenxi Huang", "Petros Maniatis", "Aleksandr Nogikh", "Franjo Ivancic", "Junfeng Yang", "Baishakhi Ray" ]	https://huggingface.co/papers/2407.02680	[ "" ]	[]	[]	[]	NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track	https://openreview.net/forum?id=zGfKPqunJG	poster		E^3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset	[ "Wang Lin", "Yueying Feng", "WenKang Han", "Tao Jin", "Zhou Zhao", "Fei Wu", "Chang Yao", "Jingyuan Chen" ]		[ "" ]	[]	[]	[]	NeurIPS2024 D&B

Workshop/WANT

https://openreview.net/forum?id=6s77hjBNfS

poster

2310.06694

Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

[ "Mengzhou Xia", "Tianyu Gao", "Zhiyuan Zeng", "Danqi Chen" ]

https://huggingface.co/papers/2310.06694

[ "https://github.com/princeton-nlp/llm-shearing" ]

[ "AnishKumbhar/princeton-nlp-Sheared-LLaMA-2.7B", "theodac/princeton-nlp-Sheared-LLaMA-1.3B", "Thenujan/princeton-nlp-Sheared-LLaMA-1.3B", "Kjgarza/metadata_transformer", "Vexvoi/princeton-nlp-Sheared-LLaMA-2.7B" ]

[ "princeton-nlp/Sheared-LLaMA-1.3B", "princeton-nlp/Sheared-LLaMA-2.7B", "llama-moe/LLaMA-MoE-v1-3_5B-4_16", "llama-moe/LLaMA-MoE-v1-3_5B-2_8", "princeton-nlp/Sheared-LLaMA-1.3B-ShareGPT", "llama-moe/LLaMA-MoE-v1-3_0B-2_16", "princeton-nlp/Sheared-LLaMA-2.7B-ShareGPT", "princeton-nlp/Sheared-Pythia-160m", "Aryanne/Sheared-LLaMA-2.7B-gguf", "princeton-nlp/Sheared-LLaMA-2.7B-Pruned", "princeton-nlp/Sheared-LLaMA-1.3B-Pruned", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-3.0bpw-h6-exl2", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-4.0bpw-h6-exl2", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-6.0bpw-h6-exl2", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-5.0bpw-h6-exl2", "LoneStriker/Sheared-LLaMA-2.7B-ShareGPT-8.0bpw-h8-exl2", "ahnyeonchan/legendary-river-koalpaca", "gradientai/Sheared-LLaMA-1.3B-ShareGPT-jax", "RichardErkhov/ahnyeonchan_-_legendary-river-koalpaca-gguf" ]

[]

NeurIPS2024

Workshop/WANT

https://openreview.net/forum?id=4qpwILUP5N

poster

2401.03830

A foundation for exact binarized morphological neural networks

[ "Theodore Aouad", "Hugues Talbot" ]

[ "https://github.com/TheodoreAouad/LBQNN2023" ]

[]

NeurIPS2024

Workshop/WANT

https://openreview.net/forum?id=4XtUj6Uzt3

poster

2402.11025

Training Bayesian Neural Networks with Sparse Subspace Variational Inference

[ "Junbo Li", "Zichen Miao", "Qiang Qiu", "Ruqi Zhang" ]

https://huggingface.co/papers/2402.11025

[ "https://github.com/ljb121002/ssvi" ]

[]

NeurIPS2024

Workshop/WANT

https://openreview.net/forum?id=4CLNFKi12w

poster

2311.02428

Task Arithmetic with LoRA for Continual Learning

[ "Rajas Chitale", "Ankit Vaidya", "Aditya Kane", "Archana Santosh Ghotkar" ]

[ "" ]

[]

NeurIPS2024

Workshop/WANT

https://openreview.net/forum?id=3GL2GETaaL

poster

2307.02620

Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning

[ "Colin Bellinger", "Mark Crowley", "Isaac Tamblyn" ]

[ "https://github.com/cbellinger27/learning-when-to-observe-in-rl" ]

[]

NeurIPS2024

Workshop/WANT

https://openreview.net/forum?id=2KYHntOYKw

poster

2312.08532

Cooperative Learning for Cost-Adaptive Inference

[ "Xingli Fang", "Richard M Bradford", "Jung-Eun Kim" ]

[ "" ]

[]

NeurIPS2024

Workshop/WANT

https://openreview.net/forum?id=0UfULsElsz

poster

2311.18598

Generalisable Agents for Neural Network Optimisation

[ "Kale-ab Tessera", "Callum Rhys Tilbury", "Sasha Abramowitz", "Ruan John de Kock", "Omayma Mahjoub", "Benjamin Rosman", "Sara Hooker", "Arnu Pretorius" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=yQcebEgQfH

oral

2402.04845

AlphaFold Meets Flow Matching for Generating Protein Ensembles

[ "Bowen Jing", "Bonnie Berger", "Tommi Jaakkola" ]

[ "https://github.com/bjing2016/alphaflow" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=y14a0nIECr

oral

2306.12360

Protein Discovery with Discrete Walk-Jump Sampling

[ "Nathan Frey", "Dan Berenberg", "Karina Zadorozhny", "Joseph Kleinhenz", "Julien Lafrance-Vanasse", "Isidro Hotzel", "Yan Wu", "Stephen Ra", "Richard Bonneau", "Kyunghyun Cho", "Vladimir Gligorijevic", "Saeed Saremi" ]

https://huggingface.co/papers/2306.12360

[ "https://github.com/prescient-design/walk-jump" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=vXXEfmYsvS

poster

SecretoGen: towards prediction of signal peptides for efficient protein secretion

[ "Felix Teufel", "Carsten Stahlhut", "Jan Refsgaard", "Henrik Nielsen", "Ole Winther", "Dennis Madsen" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=sWCsSKqkXa

poster

ProteinRL: Reinforcement learning with generative protein language models for property-directed sequence design

[ "Matt Sternke", "Joel Karpiak" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=qP69kXPdJM

poster

Protein generation with evolutionary diffusion: sequence is all you need

[ "Sarah Alamdari", "Nitya Thakkar", "Rianne van den Berg", "Alex Lu", "Nicolo Fusi", "Ava Amini", "Kevin Yang" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=mMKxmeBGTb

poster

In vitro validated antibody design against multiple therapeutic antigens using generative inverse folding

[ "Amir Shanehsazzadeh" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=m2BtAzGzyZ

poster

Unexplored regions of the protein sequence-structure map revealed at scale by a library of “foldtuned” language models

[ "Arjuna Subramanian", "Matt Thomson" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=lOIKlYR3vX

poster

Targeting tissues via dynamic human systems modeling in generative design

[ "Zachary Fox", "Nolan English", "Belinda Akpa" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=kzk5Huibm0

oral

2312.05340

Transition Path Sampling with Boltzmann Generator-based MCMC Moves

[ "Michael Plainer", "Hannes Stark", "Charlotte Bunne", "Stephan Günnemann" ]

[ "https://github.com/plainerman/latent-tps" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=jbamDZ374t

poster

Causal Discovery in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems

[ "Trang Nguyen", "Alexander Tong", "Kanika Madan", "Yoshua Bengio", "Dianbo Liu" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=jasx3fgu4G

oral

2309.16064

Masked Autoencoders are Scalable Learners of Cellular Morphology

[ "Oren Kraus", "Kian Kenyon-Dean", "Saber Saberian", "Maryam Fallah", "Peter McLean", "Jess Leung", "Vasudev Sharma", "Ayla Khan", "Jia Balakrishnan", "Safiye Celik", "Maciej Sypetkowski", "Chi Cheng", "Kristen Morse", "Maureen Makes", "Ben Mabey", "Berton Earnshaw" ]

https://huggingface.co/papers/2309.16064

[ "https://github.com/recursionpharma/maes_microscopy" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=itp5RDMlNV

poster

SE(3) denoising score matching for unsupervised binding energy prediction and nanobody design

[ "Wengong Jin", "Caroline Uhler", "Nir Hacohen" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=ineR4aPK9p

oral

Analysis of cellular phenotypes with unbiased image-based generative models

[ "Ruben Fonnegra", "Mohammad Sanian", "Zitong Chen", "Lassi Paavolainen", "Juan Caicedo" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=iO59l1LFvJ

poster

2311.12035

Delta Score: Improving the Binding Assessment of Structure-Based Drug Design Methods

[ "Minsi Ren", "Bowen Gao", "Bo Qiang", "Yanyan Lan" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=iEGdcrWDV1

poster

On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay

[ "Moein Khajehnejad", "Forough Habibollahi", "Alon Loeffler", "Brett Kagan", "Adeel Razi" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=htwkLbaFhk

poster

Contextualized Networks Reveal Heterogeneous Transcriptomic Regulation in Tumors at Sample-Specific Resolution

[ "Caleb Ellington", "Ben Lengerich", "Thomas Watkins", "Jiekun Yang", "Hanxi Xiao", "Manolis Kellis", "Eric Xing" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=hYlfUTyp6p

oral

TacoGFN: Target Conditioned GFlowNet for Drug Design

[ "Tony Shen", "Mohit Pandey", "Martin Ester" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=cplCMo4II4

poster

Microenvironment Flows as Protein Engineers

[ "Chengyue Gong", "Lemeng Wu", "Daniel Diaz", "Xingchao Liu", "James Loy", "Adam Klivans", "qiang liu" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=bxZMKHtlL6

oral

AntiFold: Improved antibody structure design using inverse folding

[ "Magnus Høie", "Alissa Hummer", "Tobias Olsen", "Morten Nielsen", "Charlotte Deane" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=bh8dw3guwY

poster

DynamicBind: Predicting ligand-specific protein-ligand complex structure with a deep equivariant generative model

[ "Wei Lu", "Jixian Zhang", "Huang Weifeng", "Ziqiao Zhang", "Chengtao Li", "Shuangjia Zheng" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=bPcgbKDCUQ

poster

Guiding diffusion models for antibody sequence and structure co-design with developability properties

[ "Amelia Villegas-Morcillo", "Jana Weber", "Marcel Reinders" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=b54p3jCgBw

poster

2305.15441

Improving few-shot learning-based protein engineering with evolutionary sampling

[ "Muhammad Zaki Jawaid", "Aayushma Gautam", "T. Gainous", "Dan Hart", "Robin Yeo", "Timothy Daley" ]

[ "https://github.com/SuperSecretBioTech/evolutionary_monte_carlo_search" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=awRjbuWxe4

poster

Inpainting Protein Sequence and Structure with ProtFill

[ "Elizaveta Kozlova", "Arthur Valentin", "Daniel Nakhaee-Zadeh Gutierrez" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=Z4ia7s2tpV

oral

2311.13466

Accelerating Inference in Molecular Diffusion Models with Latent Representations of Protein Structure

[ "Ian Dunn", "David Koes" ]

[ "https://github.com/dunni3/keypoint-diffusion" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=YTrlu38mM4

oral

2312.05273

Evaluating Zero-Shot Scoring for In Vitro Antibody Binding Prediction with Experimental Validation

[ "Divya Nori", "Simon Mathis", "Amir Shanehsazzadeh" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=YOGss3XXp0

poster

Fine-tuned protein language models capture T cell receptor stochasticity

[ "Lewis Cornwall", "Grisha Szep", "James Day", "S R Gokul Krishnan", "David Carter", "Jamie Blundell", "Lilly Wollman", "Neil Dalchau", "Aaron Sim" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=XgkYO1S2vM

poster

Harmonic Prior Self-conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design

[ "Hannes Stark", "Bowen Jing", "Regina Barzilay", "Tommi Jaakkola" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=T3ROexdopD

oral

Exploring the building blocks of cell organization as high-order network motifs with graph isomorphism network

[ "Yang Yu", "Shuang Wang", "Dong Xu", "Juexin Wang" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=SckdgVW3Kq

poster

Conditional Generation of Antigen Specific T-cell Receptor Sequences

[ "Dhuvarakesh Karthikeyan", "Colin Raffel", "Benjamin Vincent", "Alex Rubinsteyn" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=SJYY3nQ0cX

poster

Enhancing Language Models for Technical Domains with Dynamic Token Injection

[ "Giorgio Giannone", "Neil Tenenholtz", "James Hall", "Nicolo Fusi", "David Alvarez-Melis" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=Qrx0Dt3RBg

poster

Scalable Multimer Structure Prediction using Diffusion Models

[ "Peter Pao-Huang", "Bowen Jing", "Bonnie Berger" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=QrH4bhWhwY

poster

2301.02748

Generative Antibody Design for Complementary Chain Pairing Sequences through Encoder-Decoder Language Model

[ "Simon Chu", "Kathy Wei" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=Pa6mFTZY4R

poster

Generative design for gene therapy: An in vivo validated method

[ "Farhan Damani", "David Brookes", "Jeffrey Chan", "Rishi Jajoo", "Alexander Mijalis", "Joyce Samson", "Flaviu Vadan", "Cameron Webster", "Stephen Malina", "Sam Sinai" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=PQa3giMLZp

poster

Bending and Binding: Predicting Protein Flexibility upon Ligand Interaction using Diffusion Models

[ "Xuejin Zhang", "Tomas Geffner", "Matt McPartlon", "Mehmet Akdel", "Dylan Abramson", "Graham Holt", "Alexander Goncearenco", "Luca Naef", "Michael Bronstein" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=Od1KtMeAYo

poster

Generating Molecular Conformer Fields

[ "Yuyang Wang", "Ahmed Elhag", "Navdeep Jaitly", "Joshua Susskind", "Miguel Bautista" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=Nf5BxVllgq

poster

PoseCheck: Generative Models for 3D Structure-based Drug Design Produce Unrealistic Poses

[ "Charles Harris", "Kieran Didi", "Arian Jamasb", "Chaitanya Joshi", "Simon Mathis", "Pietro Lio", "Tom Blundell" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=Mg2DM0F3AY

poster

A deep generative model of single-cell methylomic data

[ "Ethan Weinberger", "Su-In Lee" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=JWfvMT43pZ

poster

2308.11890

Shape-conditioned 3D Molecule Generation via Equivariant Diffusion Models

[ "Ziqi Chen", "Bo Peng", "srinivasan parthasarathy", "Xia Ning" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=JPOW9FToYX

poster

Sampling Protein Language Models for Functional Protein Design

[ "Jeremie Theddy Darmawan", "Yarin Gal", "Pascal Notin" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=HVQoom7ip2

poster

Parameter-Efficient Fine-Tune on Open Pre-trained Transformers for Genomic Sequence

[ "Huixin Zhan", "Zijun Frank Zhang" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=FpUqHQSmqC

poster

2312.02391

Approximation of Intractable Likelihood Functions in Systems Biology via Normalizing Flows

[ "Vincent Zaballa", "Elliot Hui" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=FhFglOZbtZ

oral

The Discovery of Binding Modes Requires Rethinking Docking Generalization

[ "Gabriele Corso", "Arthur Deng", "Nicholas Polizzi", "Regina Barzilay", "Tommi Jaakkola" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=F6LNvZNBsp

poster

regLM: Designing realistic regulatory DNA with autoregressive language models

[ "Avantika Lal", "Tommaso Biancalani", "Gökcen Eraslan" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=Enqxq6TWoZ

poster

Epitope-specific antibody design using diffusion models on the latent space of ESM embeddings

[ "Tomer Cohen", "Dina Schneidman-Duhovny" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=Ejw5zOOgLp

poster

An Energy Based Model for Incorporating Sequence Priors for Target-Specific Antibody Design

[ "Yining Huang", "Steffanie Paul", "Debora Marks" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=EKt4NQZ47U

poster

2310.12304

Preference Optimization for Molecular Language Models

[ "Ryan Park", "Ryan Theisen", "Rayees Rahman", "Anna Cichońska", "Marcel Patek", "Navriti Sahni" ]

[ "https://github.com/harmonic-discovery/pref-opt-for-mols" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=E3HN48zjam

poster

2401.05370

Autoregressive fragment-based diffusion for pocket-aware ligand design

[ "Mahdi Ghorbani", "Leo Gendelev", "Paul Beroza", "Michael Keiser" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=DpbMk2KOOX

poster

Genomic language model predicts protein co-regulation and function

[ "Yunha Hwang", "Andre Cornman", "Sergey Ovchinnikov", "Peter Girguis" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=DUjUJCqqA7

poster

Fine-tuning protein Language Models by ranking protein fitness

[ "Minji Lee", "Kyungmin Lee", "Jinwoo Shin" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=D6PJjvaE3D

oral

Amalga: Designable Protein Backbone Generation with Folding and Inverse Folding Guidance

[ "Shugao Chen", "Ziyao Li", "xiangxiang Zeng", "Guolin Ke" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=CsjGuWD7hk

poster

Integrating Protein Structure Prediction and Bayesian Optimization for Peptide Design

[ "Negin Manshour", "Fei He", "Duolin Wang", "Dong Xu" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=ChU7MCLk1J

oral

Binding Oracle: Fine-Tuning From Stability to Binding Free Energy

[ "Chengyue Gong", "Adam Klivans", "Jordan Wells", "James Loy", "qiang liu", "Alex Dimakis", "Daniel Diaz" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=CKCNCW9wxB

poster

Generative AI for designing and validating easily synthesizable and structurally novel antibiotics

[ "Kyle Swanson", "Gary Liu", "Denise Catacutan", "James Zou", "Jonathan Stokes" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=BE2hok0lES

poster

UMD-fit: Generating Realistic Ligand Conformations for Distance-Based Deep Docking Models

[ "Eric Alcaide", "Ziyao Li", "Hang Zheng", "Zhifeng Gao", "Guolin Ke" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=AlPg6if5PU

oral

DiffDock-Site: A Novel Paradigm for Enhanced Protein-Ligand Predictions through Binding Site Identification

[ "Huanlei Guo", "Song Liu", "Mingdi HU", "Yilun Lou", "Bingyi Jing" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=ALsSka1db3

poster

Through the looking glass: navigating in latent space to optimize over combinatorial synthesis libraries

[ "Aryan Pedawi", "Saulo De Oliveira", "Henry van den Bedem" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=9BQ3l8OVru

oral

Generative Flow Networks Assisted Biological Sequence Editing

[ "Pouya M. Ghari", "Alex Tseng", "Gökcen Eraslan", "Romain Lopez", "Tommaso Biancalani", "Gabriele Scalia", "Ehsan Hajiramezanali" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=8PbTU4exnV

poster

Combining Structure and Sequence for Superior Fitness Prediction

[ "Steffanie Paul", "Aaron Kollasch", "Pascal Notin", "Debora Marks" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=73wnK2BvWg

poster

Improving Precision in Language Models Learning from Invalid Samples

[ "Niels Larsen", "Giorgio Giannone", "Ole Winther", "Kai Blin" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=6NtRll9VdH

poster

Machine learning derived embeddings of bulk multi-omics data enable clinically significant representations in a pan-cancer cohort

[ "Sanjay Nagaraj", "ZACHARY MCCAW", "Theofanis Karaletsos", "Daphne Koller", "Anna Shcherbina" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=4k926QVVM4

poster

Target-Aware Variational Auto-Encoders for Ligand Generation with Multi-Modal Protein Modeling

[ "Khang Ngo", "Truong Son Hy" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=4HQtWpQ4WG

oral

TopoDiff: Improving Protein Backbone Generation with Topology-aware Latent Encoding

[ "Yuyang Zhang", "Zinnia Ma", "Haipeng Gong" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=46okCAggF5

oral

CodonBERT: Large Language Models for mRNA design and optimization

[ "Sizhen Li", "Saeed Moayedpour", "Ruijiang Li", "Michael Bailey", "Saleh Riahi", "Milad Miladi", "Jacob Miner", "Dinghai Zheng", "Jun Wang", "Akshay Balsubramani", "Khang Tran", "Minnie", "Monica Wu", "Xiaobo Gu", "Ryan Clinton", "Carla Asquith", "Joseph Skaleski", "Lianne Boeglin", "Sudha Chivukula", "Anusha Dias", "Fernando Ulloa Montoya", "Vikram Agarwal", "Ziv Bar-Joseph", "Sven Jager" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=3mcBKvkwWg

poster

2306.14852

CoarsenConf: Equivariant Coarsening with Aggregated Attention for Molecular Conformer Generation

[ "Danny Reidenbach", "Aditi Krishnapriyan" ]

[ "https://github.com/ask-berkeley/coarsenconf" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=2JkSb52D1n

poster

2310.02066

De Novo Drug Design with Joint Transformers

[ "Adam Izdebski", "Ewelina Weglarz-Tomczak", "Ewa Szczurek", "Jakub Tomczak" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=1wa9JEanV5

poster

2310.19685

DGFN: Double Generative Flow Networks

[ "Elaine Lau", "Nikhil Murali Vemgal", "Doina Precup", "Emmanuel Bengio" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=145TM9VQhx

poster

AMP-Diffusion: Integrating Latent Diffusion with Protein Language Models for Antimicrobial Peptide Generation

[ "Tianlai Chen", "Pranay Vure", "Rishab Pulugurta", "Pranam Chatterjee" ]

[ "" ]

[]

NeurIPS2024

Workshop/GenBio

https://openreview.net/forum?id=0gl0SJtd2E

poster

Identifying Neglected Hypotheses in Neurodegenerative Disease with Large Language Models

[ "Spencer Hey", "Darren Angle", "Christopher Chatham" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=y4hgiutGdr

poster

2310.08746

Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning

[ "Aakriti Agrawal", "Rohith Aralikatti", "Yanchao Sun", "Furong Huang" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=tF464LogjS

poster

Defining and Mitigating Collusion in Multi-Agent Systems

[ "Jack Foxabbott", "Sam Deverett", "Kaspar Senft", "Samuel Dower", "Lewis Hammond" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=eL61LbI4uv

poster

2311.14712

Multiagent Simulators for Social Networks

[ "Aditya Surve", "Archit Rathod", "Mokshit Surana", "Gautam Malpani", "Aneesh Shamraj", "Sainath Reddy Sankepally", "Raghav Jain", "Swapneel S Mehta" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=cYuE7uV4ut

oral

Oracles Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning

[ "Matthias Gerstgrasser", "David C. Parkes" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=XjHF5LWbNS

poster

Dynamics Model Based Adversarial Training For Competitive Reinforcement Learning

[ "Xuan Chen", "Guanhong Tao", "Xiangyu Zhang" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=X8mSMsNbff

poster

2402.12673

Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies

[ "Xiangyu Liu", "Chenghao Deng", "Yanchao Sun", "Yongyuan Liang", "Furong Huang" ]

https://huggingface.co/papers/2402.12673

[ "https://github.com/umd-huang-lab/protected" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=QWXwhHQHLv

poster

2311.16781

Generation of Games for Opponent Model Differentiation

[ "David Milec", "Viliam Lisý", "Christopher Kiekintveld" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=KOZwk7BFc3

oral

Language Agents as Hackers: Evaluating Cybersecurity Skills with Capture the Flag

[ "John Yang", "Akshara Prabhakar", "Shunyu Yao", "Kexin Pei", "Karthik R Narasimhan" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=HPmhaOTseN

poster

Second-order Jailbreaks: Generative Agents Successfully Manipulate Through an Intermediary

[ "Mikhail Terekhov", "Romain Graux", "Eduardo Neville", "Denis Rosset", "Gabin Kolly" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=FuzJ9abiJb

poster

RAVE: Enabling safety verification for realistic deep reinforcement learning systems

[ "Wenbo Guo", "Taesung Lee", "Kevin Eykholt", "Jiyong Jiang" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=FXZFrOvIoc

poster

A Perfect Collusion Benchmark: How can AI agents be prevented from colluding with information-theoretic undetectability?

[ "Sumeet Ramesh Motwani", "Mikhail Baranchuk", "Lewis Hammond", "Christian Schroeder de Witt" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=CZcIYfiGlL

oral

2311.07815

Cooperative AI via Decentralized Commitment Devices

[ "Xinyuan Sun", "Davide Crapis", "Matt Stephenson", "Jonathan Passerat-Palmbach" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=5U8PGlJt2S

poster

Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach

[ "Xiaolin Sun", "Zizhan Zheng" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=5HuBX8LvuT

poster

Assessing Risks of Using Autonomous Language Models in Military and Diplomatic Planning

[ "Gabriel Mukobi", "Ann-Katrin Reuel", "Juan-Pablo Rivera", "Chandler Smith" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=4RFv40DWkp

poster

Stackelberg Games with Side Information

[ "Keegan Harris", "Steven Wu", "Maria Florina Balcan" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=4831vtb6Bp

poster

Safe Equilibrium

[ "Sam Ganzfried" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=3b8hfpqtlM

oral

2312.12564

Leading the Pack: N-player Opponent Shaping

[ "Alexandra Souly", "Timon Willi", "Akbir Khan", "Robert Kirk", "Chris Lu", "Edward Grefenstette", "Tim Rocktäschel" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=1Zb8JjrgSK

poster

2312.16341

Harnessing the Power of Federated Learning in Federated Contextual Bandits

[ "Chengshuai Shi", "Kun Yang", "Ruida Zhou", "Cong Shen" ]

[ "https://github.com/shengroup/fedigw" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=15wSm5uiSE

poster

Decentralized agent-based modeling

[ "Ayush Chopra", "Arnau Quera-Bofarull", "Nurullah Giray Kuru", "Ramesh Raskar" ]

[ "" ]

[]

NeurIPS2024

Workshop/MASEC

https://openreview.net/forum?id=0O5vbRAWol

oral

I See You! Robust Measurement of Adversarial Behavior

[ "Lars Ankile", "Matheus X.V. Ferreira", "David Parkes" ]

[ "" ]

[]

NeurIPS2024

NeurIPS.cc/2024/Datasets_and_Benchmarks_Track

https://openreview.net/forum?id=zogaeVpbaE

oral

2406.10215

DevBench: A multimodal developmental benchmark for language learning

[ "Alvin Wei Ming Tan", "Chunhua Yu", "Bria Lorelle Long", "Wanjing Anya Ma", "Tonya Murray", "Rebecca D. Silverman", "Jason D Yeatman", "Michael Frank" ]

[ "https://github.com/alvinwmtan/dev-bench" ]

[]

NeurIPS2024 D&B

NeurIPS.cc/2024/Datasets_and_Benchmarks_Track

https://openreview.net/forum?id=zgSnSZ0Re6

poster

2402.02500

Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning

[ "Haoyi Zhu", "Yating Wang", "Di Huang", "Weicai Ye", "Wanli Ouyang", "Tong He" ]

[ "https://github.com/haoyizhu/realrobot" ]

[]

NeurIPS2024 D&B

NeurIPS.cc/2024/Datasets_and_Benchmarks_Track

https://openreview.net/forum?id=zg8dpAGl1I

poster

2312.12044

XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX

[ "Alexander Nikulin", "Vladislav Kurenkov", "Ilya Zisman", "Artem Sergeevich Agarkov", "Viacheslav Sinii", "Sergey Kolesnikov" ]

https://huggingface.co/papers/2312.12044

[ "https://github.com/corl-team/xland-minigrid" ]

[]

NeurIPS2024 D&B

NeurIPS.cc/2024/Datasets_and_Benchmarks_Track

https://openreview.net/forum?id=zQ3qU0xWZ5

poster

2407.02680

kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution

[ "Alex Mathai", "Chenxi Huang", "Petros Maniatis", "Aleksandr Nogikh", "Franjo Ivancic", "Junfeng Yang", "Baishakhi Ray" ]

https://huggingface.co/papers/2407.02680

[ "" ]

[]

NeurIPS2024 D&B

NeurIPS.cc/2024/Datasets_and_Benchmarks_Track

https://openreview.net/forum?id=zGfKPqunJG

poster

E^3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset

[ "Wang Lin", "Yueying Feng", "WenKang Han", "Tao Jin", "Zhou Zhao", "Fei Wu", "Chang Yao", "Jingyuan Chen" ]

[ "" ]

[]

NeurIPS2024 D&B