ICLR 2025 Conference Submissions

MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models
Kaichen Huang, Jiahao Huo, Yibo Yan, Kun Wang, Yutao Yue, Xuming Hu
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement
Jingxi Liao, Shijie Hao, Richang Hong, Meng Wang
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Incomplete Multi-view Clustering via Flexible Anchor Learning
Yalan Qin, Guorui Feng, Xinpeng Zhang
- 22 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation
Xuewen Liu, Zhikai Li, Qingyi Gu
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Physics-based Skinned Dance Generation with RL Fine-tuning
Jidong Jia, Youjian Zhang, Huan Fu, Dacheng Tao
- 22 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Disentangling Regional Primitives for Image Generation
Zhengting Chen, Lei Cheng, Lianghui Ding, Quanshi Zhang
- 22 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multi-Frame Neural Scene Flow: Learning Bounds and Algorithms
Dongrui Liu, Daqi Liu, Xueqian Li, Sihao Lin, Hongwei Xie, Bing Wang, Xiaojun Chang, Lei Chu
- 22 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models
Jingwei Xu, Junyu Lai, Yunpeng Huang
- Published: 22 Jan 2025, Last Modified: 13 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power
Zhe Wang, Tianjian Zhao, Zhen Zhang, Jiawei Chen, Sheng Zhou, Yan Feng, Chun Chen, Can Wang
- 22 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Formation of Representations in Neural Networks
Liu Ziyin, Isaac L. Chuang, Tomer Galanti, Tomaso A Poggio
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Benchmarking Visual Cognition of Multimodal LLMs via Matrix Reasoning
Xu Cao, Bolin Lai, Wenqian Ye, Yunsheng Ma, Joerg Heintz, Meihuan Huang, Jintai Chen, Jianguo Cao, Aidong Zhang, James Matthew Rehg
- 22 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines
Junyu Lai, Jiahe Xu, Yang Yao, Yunpeng Huang, Chun Cao, Jingwei Xu
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Content-style disentangled representation for controllable artistic image stylization and generation
Zhuoqi Ma, Yixuan Zhang, Zejun You, Long Tian, Xiyang Liu
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences
Yuxin Wang, Xiaomeng Zhu, Weimin Lyu, Saeed Hassanpour, Soroush Vosoughi
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
A Watermark for Low-entropy and Unbiased Generation in Large Language Models
Minjia Mao, Dongjun Wei, Zeyu Chen, Xiao Fang, Michael Chau
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CycleVTON: Improving Diffusion-Based Virtual Try-On with Cycle-Consistent Training
Huanwen Zheng, Wenhai Wang, Jingyi Guo, Zeqiang Lai, Cairong Yan, Yanting Zhang
- 22 Sept 2024 (modified: 11 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Unlearning Virus Knowledge Toward Safe and Responsible Mutation Effect Predictions
Mingchen Li, Bingxin Zhou, Yang Tan, Liang Hong
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ToolACE: Winning the Points of LLM Function Calling
Weiwen Liu, Xu Huang, Xingshan Zeng, xinlong hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong WANG, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Wang Xinzhi, Yong Liu, Yasheng Wang, Duyu Tang et al. (7 additional authors not shown)
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
StretchySnake: Flexible VideoMamba for Short and Long-Form Action Recognition
Nyle Siddiqui, Rohit Gupta, Swetha Sirnam, Mubarak Shah
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Quest for Winning Tickets in Low-Rank Adapters
Hamed Damirchi, Cristian Rodriguez-Opazo, Ehsan Abbasnejad, Zhen Zhang, Javen Qinfeng Shi
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ADIFF: Explaining audio difference using natural language
Soham Deshmukh, Shuo Han, Rita Singh, Bhiksha Raj
- Published: 22 Jan 2025, Last Modified: 27 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Improving Data Efficiency via Curating LLM-Driven Rating Systems
Jinlong Pang, Jiaheng Wei, Ankit Shah, Zhaowei Zhu, Yaxuan Wang, Chen Qian, Yang Liu, Yujia Bao, Wei Wei
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Emerging Pixel Grounding in Large Multimodal Models Without Grounding Supervision
Shengcao Cao, Liangyan Gui, Yu-Xiong Wang
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning
Yongshuo Zong, Ondrej Bohdal, Timothy Hospedales
- Published: 22 Jan 2025, Last Modified: 20 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
Hanshi Sun, Li-Wen Chang, Wenlei Bao, Size Zheng, Ningxin Zheng, Harry Dong, Yuejie Chi, Beidi Chen
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone