ICLR 2025 Conference Submissions

Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads
Yuxiang Huang, Binhang Yuan, Xu Han, Chaojun Xiao, Zhiyuan Liu
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Language Models can Self-Lengthen to Generate Long Texts
Shanghaoran Quan, Tianyi Tang, Bowen Yu, An Yang, Dayiheng Liu, Bofei Gao, Jianhong Tu, Yichang Zhang, Jingren Zhou, Junyang Lin
- 26 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Unispeaker: A unified speech generation model for multimodality-driven voice control
Zhengyan Sheng, Zhihao Du, Heng Lu, ShiLiang Zhang, Zhen-Hua Ling
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Intriguing Properties of Large Language and Vision Models
Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Yechan Hwang, Ho-Jin Choi
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Task Arithmetic in Trust Region: A Training-Free Model Merging Approach to Navigate Knowledge Conflicts
Wenju Sun, Qingyong Li, Boyang Li, Wen Wang, Yangliao Geng
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fewer Questions, Better Answers: Efficient Offline Preference-based Reinforcement Learning via In-Dataset Exploration
Hao Hu, Yiqin Yang, Yihuan Mao, Jin Zhang, Chengjie Wu, Yuhua Jiang, Yi Fan, Bo Liu, Yang Gao, Bo XU, Chongjie Zhang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EKAN: Equivariant Kolmogorov-Arnold Networks
Lexiang Hu, Yisen Wang, Zhouchen Lin
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale
Phan Nhật Huy, Tien N Nguyen, Nghi D. Q. Bui
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ExID: Offline RL with Intuitive Expert Insights in Limited-Data Settings
Briti Gangopadhyay, Zhao Wang, Jia-Fong Yeh, Shingo Takamatsu
- 26 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PREMIUM: LLM Personalization with Individual-level Preference Feedback
Yihang Sun, Tao Feng, Ge Liu, Jiaxuan You
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ComLoRA: A Competitive Learning Approach for Enhancing LoRA
Qiushi Huang, Tom Ko, Lilian Tang, Yu Zhang
- Published: 22 Jan 2025, Last Modified: 26 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Addressing Extrapolation Error in Multi-Agent Reinforcement Learning
Yueheng Li, Guangming Xie
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards
Xiaoyu Yang, Jie Lu, En Yu
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
TerDiT: Ternary Diffusion Models with Transformers
Xudong Lu, Aojun Zhou, Ziyi Lin, Qi Liu, Yuhui Xu, Renrui Zhang, Yafei Wen, Shuai Ren, Junchi Yan, Peng Gao, Hongsheng Li
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GPT Shortcuts: Learning Iterative Text Generation Patterns from a Dialogue
Hyungyu Shin, Yoonjoo Lee, Kwon Ko, Yumin Cho, Jinho Son, Sangwoo Mo, Juho Kim
- 26 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Dual-Modality Guided Prompt for Continual Learning of Large Multimodal Models
Fanhu Zeng, Fei Zhu, Haiyang Guo, Xu-Yao Zhang, Cheng-Lin Liu
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HiRA: Parameter-Efficient Hadamard High-Rank Adaptation for Large Language Models
Qiushi Huang, Tom Ko, Zhan Zhuang, Lilian Tang, Yu Zhang
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone
RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks
Nazia Tasnim, Bryan A. Plummer
- Published: 22 Jan 2025, Last Modified: 24 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Tropical Geometry Features for Novelty Detection and interpretability
Anupam Chaudhuri, Anj Simmons
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions
Yan Ru Pei
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Hallucination in LVLMs: Fictitious Presupposition Questions, Benchmark, and Solution
Yuanchen Wu, Lu Zhang, Hang Yao, Junlong Du, Ke Yan, Shouhong Ding, Yunsheng Wu, Xiaoqiang Li
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Aligning Large Language Models with Domain Adaptation
David Wu, Sanjiban Choudhury
- 26 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance
Haohan Weng, Yikai Wang, Tong Zhang, C. L. Philip Chen, Jun Zhu
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Faster Algorithms for Structured Linear and Kernel Support Vector Machines
Yuzhou Gu, Zhao Song, Lichen Zhang
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Confidence Difference Reflects Various Supervised Signals in Confidence-Difference Classification
Yuanchao Dai, Changchun Li, Ximing Li
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone