ICLR 2024 Papers
Excerpt
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[
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
](https://iclr.cc/virtual/2024/poster/19572)
Yuxin Zhang, Lirui Zhao, Mingbao Lin, Sun Yunyun, Yiwu Yao, Xingjia Han, Jared Tanner, Shiwei Liu, Rongrong Ji
We, May 8, 15:30 â Poster Session 4
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Small-scale proxies for large-scale Transformer training instabilities
](https://iclr.cc/virtual/2024/poster/18273)
Mitchell Wortsman, Peter Liu, Lechao Xiao, Katie Everett, Alexander Alemi, Ben Adlam, John Co-Reyes, Izzeddin Gur, Abhishek Kumar, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein, Kelvin Xu, Jaehoon Lee, Justin Gilmer, Simon Kornblith
Fr, May 10, 09:45 â Poster Session 7
Fr, May 10, 09:00 â Oral 7A
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Whatâs In My Big Data?
](https://iclr.cc/virtual/2024/poster/18626)
Yanai Elazar, Akshita Bhagia, Ian Magnusson, Abhilasha Ravichander, Dustin Schwenk, Alane Suhr, Pete Walsh, Dirk Groeneveld, Luca Soldaini, Sameer Singh, Hannaneh Hajishirzi, Noah Smith, Jesse Dodge
Th, May 9, 09:45 â Poster Session 5
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Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency
](https://iclr.cc/virtual/2024/poster/17977)
Tianhong Li, Sangnie Bhardwaj, Yonglong Tian, Han Zhang, Jarred Barber, Dina Katabi, Guillaume Lajoie, Huiwen Chang, Dilip Krishnan
Th, May 9, 15:30 â Poster Session 6
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Protein Discovery with Discrete Walk-Jump Sampling
](https://iclr.cc/virtual/2024/poster/17386)
Nathan Frey, Dan Berenberg, Karina Zadorozhny, Joseph Kleinhenz, Julien Lafrance-Vanasse, Isidro Hotzel, Yan Wu, Stephen Ra, Richard Bonneau, Kyunghyun Cho, Andreas Loukas, Vladimir Gligorijevic, Saeed Saremi
Tu, May 7, 09:45 â Poster Session 1
Tu, May 7, 09:30 â Oral 1A
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: A 3D Neural Additive Model for Interpretable Shape Representation
](https://iclr.cc/virtual/2024/poster/17483)
Yining Jiao, Carlton ZDANSKI, Julia Kimbell, Andrew Prince, Cameron Worden, Samuel Kirse, Christopher Rutter, Benjamin Shields, William Dunn, Jisan Mahmud, Marc Niethammer
We, May 8, 09:45 â Poster Session 3
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LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
](https://iclr.cc/virtual/2024/poster/19390)
Yukang Chen, Shengju Qian, Haotian Tang, Xin Lai, Zhijian Liu, Song Han, Jiaya Jia
Tu, May 7, 09:45 â Poster Session 1
Tu, May 7, 09:00 â Oral 1C
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LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models
](https://iclr.cc/virtual/2024/poster/18370)
Ahmad Faiz, Sotaro Kaneda, Ruhan Wang, Rita Osi, Prateek Sharma, Fan Chen, Lei Jiang
Th, May 9, 15:30 â Poster Session 6
Th, May 9, 15:15 â Oral 6B
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OctoPack: Instruction Tuning Code Large Language Models
](https://iclr.cc/virtual/2024/poster/17875)
Niklas Muennighoff, Qian Liu, Armel Zebaze, Qinkai Zheng, Binyuan Hui, Terry Yue Zhuo, Swayam Singh, Xiangru Tang, Leandro Von Werra, Shayne Longpre
Fr, May 10, 15:30 â Poster Session 8
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Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
](https://iclr.cc/virtual/2024/poster/18405)
Qingyan Guo, Rui Wang, Junliang Guo, Bei Li, Kaitao Song, Xu Tan, Guoqing Liu, Jiang Bian, Yujiu Yang
Tu, May 7, 15:30 â Poster Session 2
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Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
](https://iclr.cc/virtual/2024/poster/18789)
Yanqiao Zhu, Jeehyun Hwang, Keir Adams, Zhen Liu, Bozhao Nan, Brock Stenfors, Yuanqi Du, Jatin Chauhan, Olaf Wiest, Olexandr Isayev, Connor Coley, Yizhou Sun, Wei Wang
We, May 8, 15:30 â Poster Session 4
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InstructDET: Diversifying Referring Object Detection with Generalized Instructions
](https://iclr.cc/virtual/2024/poster/18082)
Ronghao Dang, Jiangyan Feng, Haodong Zhang, Chongjian GE, Lin Song, Lijun GONG, Chengju Liu, Qijun Chen, Feng Zhu, Rui Zhao, Yibing Song
We, May 8, 15:30 â Poster Session 4
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Neural Field Classifiers via Target Encoding and Classification Loss
](https://iclr.cc/virtual/2024/poster/19299)
Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, YUNFENG CAI, Mingming Sun
Th, May 9, 15:30 â Poster Session 6
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Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
](https://iclr.cc/virtual/2024/poster/17740)
Zhilin Huang, Ling Yang, Xiangxin Zhou, Zhilong Zhang, Wentao Zhang, Xiawu Zheng, Jie Chen, Yu Wang, Bin CUI, Wenming Yang
We, May 8, 09:45 â Poster Session 3
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V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection
](https://iclr.cc/virtual/2024/poster/18795)
Yichao Shen, Zigang Geng, YUHUI YUAN, Yutong Lin, Ze Liu, Chunyu Wang, Han Hu, Nanning Zheng, Baining Guo
Fr, May 10, 15:30 â Poster Session 8
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Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
](https://iclr.cc/virtual/2024/poster/17967)
Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
We, May 8, 09:45 â Poster Session 3
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SOHES: Self-supervised Open-world Hierarchical Entity Segmentation
](https://iclr.cc/virtual/2024/poster/18703)
Shengcao Cao, Jiuxiang Gu, Jason Kuen, Hao Tan, Ruiyi Zhang, Handong Zhao, Ani Nenkova, Liangyan Gui, Tong Sun, Yu-Xiong Wang
Tu, May 7, 15:30 â Poster Session 2
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Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game
](https://iclr.cc/virtual/2024/poster/17392)
Simin Li, Jun Guo, Jingqiao Xiu, Ruixiao Xu, Xin Yu, Jiakai Wang, Aishan Liu, Yaodong Yang, Xianglong Liu
Tu, May 7, 09:45 â Poster Session 1
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SALMONN: Towards Generic Hearing Abilities for Large Language Models
](https://iclr.cc/virtual/2024/poster/19600)
Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun MA, Chao Zhang
Th, May 9, 15:30 â Poster Session 6
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VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections
](https://iclr.cc/virtual/2024/poster/18601)
Dongqi Fu, Zhigang Hua, Yan Xie, Jin Fang, Si Zhang, Kaan Sancak, Hao Wu, Andrey Malevich, Jingrui He, Bo Long
Th, May 9, 09:45 â Poster Session 5
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Emu: Generative Pretraining in Multimodality
](https://iclr.cc/virtual/2024/poster/17898)
Quan Sun, Qiying Yu, Yufeng Cui, Fan Zhang, Xiaosong Zhang, Yueze Wang, Hongcheng Gao, Jingjing Liu, Tiejun Huang, Xinlong Wang
Tu, May 7, 09:45 â Poster Session 1
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Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
](https://iclr.cc/virtual/2024/poster/18523)
Junyoung Seo, Wooseok Jang, Min-Seop Kwak, InĂšs Hyeonsu Kim, Jaehoon Ko, Junho Kim, Jin-Hwa Kim, Jiyoung Lee, Seungryong Kim
Tu, May 7, 15:30 â Poster Session 2
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Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework
](https://iclr.cc/virtual/2024/poster/18027)
Yufei Kuang, Jie Wang, Haoyang Liu, Fangzhou Zhu, Xijun Li, Jia Zeng, Jianye HAO, Bin Li, Feng Wu
Th, May 9, 09:45 â Poster Session 5
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CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
](https://iclr.cc/virtual/2024/poster/19339)
Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Evuru, Ramaneswaran S, S Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
We, May 8, 09:45 â Poster Session 3
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A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
](https://iclr.cc/virtual/2024/poster/18624)
Tommaso Salvatori, Yuhang Song, Yordan Yordanov, Beren Millidge, Lei Sha, Cornelius Emde, Zhenghua Xu, Rafal Bogacz, Thomas Lukasiewicz
Tu, May 7, 09:45 â Poster Session 1
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Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
](https://iclr.cc/virtual/2024/poster/19476)
Hengrui Zhang, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis
Fr, May 10, 15:30 â Poster Session 8
Fr, May 10, 15:00 â Oral 8A
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Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness
](https://iclr.cc/virtual/2024/poster/17803)
Artem Agafonov, Dmitry Kamzolov, Alexander Gasnikov, Ali Kavis, Kimon Antonakopoulos, Volkan Cevher, Martin TakĂĄÄ
We, May 8, 15:30 â Poster Session 4
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BrainLM: A foundation model for brain activity recordings
](https://iclr.cc/virtual/2024/poster/18625)
Josue Ortega Caro, Antonio Henrique de Oliveira Fonseca, Syed Rizvi, Matteo Rosati, Christopher Averill, James Cross, Prateek Mittal, Emanuele Zappala, Rahul Dhodapkar, Chadi Abdallah, David Dijk
Tu, May 7, 15:30 â Poster Session 2
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DreamLLM: Synergistic Multimodal Comprehension and Creation
](https://iclr.cc/virtual/2024/poster/17430)
Runpei Dong, chunrui han, Yuang Peng, Zekun Qi, Zheng Ge, Jinrong Yang, Liang Zhao, Jianjian Sun, Hongyu Zhou, Haoran Wei, Xiangwen Kong, Xiangyu Zhang, Kaisheng Ma, Li Yi
Tu, May 7, 09:45 â Poster Session 1
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AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning
](https://iclr.cc/virtual/2024/poster/19044)
Yuwei GUO, Ceyuan Yang, Anyi Rao, Zhengyang Liang, Yaohui Wang, Yu Qiao, Maneesh Agrawala, Dahua Lin, Bo DAI
Th, May 9, 15:30 â Poster Session 6
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QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
](https://iclr.cc/virtual/2024/poster/18462)
Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, XIAOPENG ZHANG, Qi Tian
We, May 8, 15:30 â Poster Session 4
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Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
](https://iclr.cc/virtual/2024/poster/19049)
Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin CHEN, Chengru Song, dai meng, Di ZHANG, Wenwu Ou, Kun Gai, Yadong MU
Tu, May 7, 09:45 â Poster Session 1
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VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
](https://iclr.cc/virtual/2024/poster/18114)
Ling Yang, Ye Tian, Minkai Xu, Zhongyi Liu, Shenda Hong, Wei Qu, Wentao Zhang, Bin CUI, Muhan Zhang, Jure Leskovec
We, May 8, 15:30 â Poster Session 4
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FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
](https://iclr.cc/virtual/2024/poster/18509)
Zikai Xiao, Zihan Chen, Liyinglan Liu, YANG FENG, Joey Tianyi Zhou, Jian Wu, Wanlu Liu, Howard Yang, Zuozhu Liu
Th, May 9, 15:30 â Poster Session 6
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MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
](https://iclr.cc/virtual/2024/poster/18900)
Pan Lu, Hritik Bansal, Tony Xia, Jiacheng Liu, Chunyuan Li, Hannaneh Hajishirzi, Hao Cheng, Kai-Wei Chang, Michel Galley, Jianfeng Gao
Tu, May 7, 09:45 â Poster Session 1
Tu, May 7, 09:15 â Oral 1C
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SWE-bench: Can Language Models Resolve Real-world Github Issues?
](https://iclr.cc/virtual/2024/poster/18505)
Carlos E Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, Karthik Narasimhan
We, May 8, 15:30 â Poster Session 4
We, May 8, 15:00 â Oral 4A
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AgentBench: Evaluating LLMs as Agents
](https://iclr.cc/virtual/2024/poster/17388)
Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang
Tu, May 7, 15:30 â Poster Session 2
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Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
](https://iclr.cc/virtual/2024/poster/18468)
Yifu Yuan, Jianye HAO, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, YAN ZHENG
Th, May 9, 09:45 â Poster Session 5
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MogaNet: Multi-order Gated Aggregation Network
](https://iclr.cc/virtual/2024/poster/18447)
Siyuan Li, Zedong Wang, Zicheng Liu, Cheng Tan, Haitao Lin, Di Wu, Zhiyuan Chen, Jiangbin Zheng, Stan Z Li
Tu, May 7, 15:30 â Poster Session 2
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Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
](https://iclr.cc/virtual/2024/poster/19470)
Zilong Wang, Hao Zhang, Chun-Liang Li, Julian M Eisenschlos, Vincent Perot, Zifeng Wang, Lesly Miculicich, Yasuhisa Fujii, Jingbo Shang, Chen-Yu Lee, Tomas Pfister
Fr, May 10, 09:45 â Poster Session 7
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Gradual Optimization Learning for Conformational Energy Minimization
](https://iclr.cc/virtual/2024/poster/19068)
Artem Tsypin, Leonid A. Ugadiarov, Kuzma Khrabrov, Alexander Telepov, Egor Rumiantsev, Alexey Skrynnik, Aleksandr Panov, Dmitry P. Vetrov, Elena Tutubalina, Artur Kadurin
Fr, May 10, 09:45 â Poster Session 7
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Demystifying Embedding Spaces using Large Language Models
](https://iclr.cc/virtual/2024/poster/17714)
Guy Tennenholtz, Yinlam Chow, ChihWei Hsu, Jihwan Jeong, Lior Shani, Azamat Tulepbergenov, Deepak Ramachandran, Martin Mladenov, Craig Boutilier
Tu, May 7, 15:30 â Poster Session 2
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Habitat 3.0: A Co-Habitat for Humans, Avatars, and Robots
](https://iclr.cc/virtual/2024/poster/19442)
Xavier Puig, Eric Undersander, Andrew Szot, Mikael Dallaire Cote, Tsung-Yen Yang, Ruslan Partsey, Ruta Desai, Alexander Clegg, Michal Hlavac, So Yeon Min, VladimĂr VondruĆĄ, Theophile Gervet, Vincent-Pierre Berges, John Turner, Oleksandr Maksymets, Zsolt Kira, Mrinal Kalakrishnan, Jitendra Malik, Devendra Chaplot, Unnat Jain, Dhruv Batra, Akshara Rai, Roozbeh Mottaghi
Tu, May 7, 15:30 â Poster Session 2
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Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
](https://iclr.cc/virtual/2024/poster/17691)
Zeren Chen, ziqin wang, zhen wang, Huayang Liu, Zhenfei Yin, Si Liu, Lu Sheng, Wanli Ouyang, Jing Shao
Fr, May 10, 09:45 â Poster Session 7
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Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
](https://iclr.cc/virtual/2024/poster/17920)
Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang
Th, May 9, 15:30 â Poster Session 6