ICLR 2025 Conference Submissions

Revisiting the Design Choices in Max-Return Sequence Modeling
Zifeng Zhuang, Dengyun Peng, Donglin Wang, Jiacheng Liu, Xing Lei, Diyuan Shi, Ziqi Zhang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spurious Forgetting in Continual Learning of Language Models
Junhao Zheng, Xidi Cai, Shengjie Qiu, Qianli Ma
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
From Mismatch to Harmony: Resolving Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation
Xinghao Wu, Xuefeng Liu, Jianwei Niu, Mingjia Shi, Guogang Zhu, Shaojie Tang
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes
Jongmin Lee, Ernest K. Ryu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Student-Informed Teacher Training
Nico Messikommer, Jiaxu Xing, Elie Aljalbout, Davide Scaramuzza
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
When Graph Neural Networks Meet Dynamic Mode Decomposition
Dai Shi, Lequan Lin, Andi Han, Zhiyong Wang, Yi Guo, Junbin Gao
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
Yifei Zhou, Qianlan Yang, Kaixiang Lin, Min Bai, Xiong Zhou, Yu-Xiong Wang, Sergey Levine, Li Erran Li
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Personalized Federated Learning via Adaptive Weight Clustering Pruning
Jiahui Bai, Hai Dong, A. K. Qin
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Memory-Driven Multimodal Chain of Thought for Embodied Long-Horizon Task Planning
Xiwen Liang, Min Lin, Weiqi Ruan, Yuecheng Liu, Yuzheng Zhuang, Xiaodan Liang
- 25 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Quo Vadis, Motion Generation? From Large Language Models to Large Motion Models
Ye Wang, Sipeng Zheng, Bin Cao, Qianshan Wei, Qin Jin, Zongqing Lu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OS-ATLAS: Foundation Action Model for Generalist GUI Agents
Zhiyong Wu, Zhenyu Wu, Fangzhi Xu, Yian Wang, Qiushi Sun, Chengyou Jia, Kanzhi Cheng, Zichen Ding, Liheng Chen, Paul Pu Liang, Yu Qiao
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Zero-shot Concept Bottleneck Models via Sparse Regression of Retrieved Concepts
Shin'ya Yamaguchi, Kosuke Nishida, Daiki Chijiwa, Yasutoshi Ida
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adversarial Suffixes May Be Features Too!
Wei Zhao, Zhe Li, Yige Li, Jun Sun
- 25 Sept 2024 (modified: 29 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Pretraining Decision Transformers with Reward Prediction for In-Context Structured Bandit Learning
Subhojyoti Mukherjee, Josiah P. Hanna, Qiaomin Xie, Robert D Nowak
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FullDiffusion: Diffusion Models Without Time Truncation
Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Text Attributed Graph Node Classification Using Sheaf Neural Networks and Large Language Models
ZhongYu Li, Geng Zhao
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes
Xin Lin, Shi Luo, Xiaojun Shan, Xiaoyu Zhou, Chao Ren, Lu Qi, Ming-Hsuan Yang, Nuno Vasconcelos
- Published: 22 Jan 2025, Last Modified: 27 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
A Reoptimization Framework for Mixed Integer Linear Programming with Dynamic Parameters
Sijia Zhang, Shuli Zeng, Fei Shang, Feng Wu, Xiangyang Li
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Interpretable Boundary-based Watermark Up to the condition of Lov\'asz Local Lemma
Hao Luan, Zhiheng Li, Ping Chen
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CyberHost: A One-stage Diffusion Framework for Audio-driven Talking Body Generation
Gaojie Lin, Jianwen Jiang, Chao Liang, Tianyun Zhong, Jiaqi Yang, Zerong Zheng, Yanbo Zheng
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Seeker: Enhancing Exception Handling in Code with a LLM-based Multi-Agent Approach
Xuanming Zhang, Yuxuan Chen, Yuan Yuan, Minlie Huang
- 25 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach
Yaofang Liu, Yumeng REN, Xiaodong Cun, Aitor Artola, Yang Liu, Tieyong Zeng, Raymond H. Chan, Jean-michel Morel
- 25 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Energy and Memory-Efficient Federated Learning with Ordered Layer Freezing and Tensor Operation Approximation
Ziru Niu, Hai Dong, A. K. Qin
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
Chuhan ZHANG, Chaoyang Zhu, Pingcheng Dong, Long Chen, Dong Zhang
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Towards Reliable Offline Reinforcement Learning via Lyapunov Uncertainty Control
Ke Jiang, Xiaoyang Tan
- 25 Sept 2024 (modified: 09 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone