ICLR 2025 Conference Submissions

AdvWeb: Controllable Black-box Attacks on VLM-powered Web Agents
Chejian Xu, Mintong Kang, Jiawei Zhang, Zeyi Liao, Lingbo Mo, Mengqi Yuan, Huan Sun, Bo Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
InstantIR: Blind Image Restoration with Instant Generative Reference
Jen-Yuan Huang, Haofan Wang, wangqixun, Baixu, Hao Ai, Peng Xing, Tong Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AutoRedTeamer: An Autonomous Red Teaming Agent Against Language Models
Andy Zhou, Kevin Wu, Yi Zeng, Yu Yang, Shuang Yang, Sanmi Koyejo, James Zou, Bo Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Zhuoqun Li, Xuanang Chen, Haiyang Yu, Hongyu Lin, Yaojie Lu, Qiaoyu Tang, Fei Huang, Xianpei Han, Le Sun, Yongbin Li
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
Negin Raoof, Litu Rout, Giannis Daras, Sujay Sanghavi, Constantine Caramanis, Sanjay Shakkottai, Alex Dimakis
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
Longrong Yang, Dong Shen, Chaoxiang Cai, Fan Yang, Tingting Gao, Di ZHANG, Xi Li
- Published: 22 Jan 2025, Last Modified: 12 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
Mingyu Derek Ma, Yanna Ding, Zijie Huang, Jianxi Gao, Yizhou Sun, Wei Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments
Hojae Han, seung-won hwang, Rajhans Samdani, Yuxiong He
- Published: 22 Jan 2025, Last Modified: 16 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhancing Trust in Large Language Models with Uncertainty-Aware Fine-Tuning
Ranganath Krishnan, Piyush Khanna, Omesh Tickoo
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Coupling Category Alignment for Graph Domain Adaptation
Nan Yin, Zhiguang Cao, houcheng su, Mengzhu Wang
- 27 Sept 2024 (modified: 26 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Sample-efficient Imitative Multi-token Decision Transformer for Real-world Driving
Hang Zhou, Yihao Qin, Dan Xu, Yiding Ji
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
K&L: Penetrating Backdoor Defense with Key and Locks
Zhiyu Zhu, Jiayu Zhang, Zhibo Jin, Xinyi Wang, Dong Yuan, Huaming Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CerebroVoice: A Stereotactic EEG Dataset and Benchmark for Bilingual Brain-to-Speech Synthesis and Activity Detection
Xueyi Zhang, Ruicong Wang, Peng Zhao, Siqi Cai, Haizhou Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SCORE NEURAL OPERATOR: A GENERATIVE MODEL FOR LEARNING AND GENERALIZING ACROSS MULTIPLE PROBABILITY DISTRIBUTIONS
Xinyu Liao, Aoyang Qin, Jacob H Seidman, Junqi Wang, Wei Wang, Paris Perdikaris
- 27 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CMIMP: Effortlessly Achieving Diverse Population Training for Zero-Shot Coordination
Bingyu Hui, Lebin Yu, Quanming Yao, Yunpeng Qu, Xudong Zhang, Jian Wang
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Neural Causal Graph for Interpretable and Intervenable Classification
Jiawei Wang, Shaofei Lu, Da Cao, Dongyu Wang, Yuquan Le, Zhe Quan, Tat-Seng Chua
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
CBQ: Cross-Block Quantization for Large Language Models
Xin Ding, Xiaoyu Liu, Zhijun Tu, Yun Zhang, Wei Li, Jie Hu, Hanting Chen, Yehui Tang, Zhiwei Xiong, Baoqun Yin, Yunhe Wang
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Exploring and Unleashing the Power of Message Passing on Heterophilous Graphs
Zhuonan Zheng, Yuanchen Bei, Sheng Zhou, Yao Ma, Ming Gu, HONGJIA XU, Chengyu Lai, Jiawei Chen, Jiajun Bu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Continuous Spiking Graph ODE Networks
Li Shen, Zhiguang Cao, Mengzhu Wang, Yingxu Wang, houcheng su, Nan Yin
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FARM: Functional Group-Aware Representations for Small Molecules
Thao Nguyen, Kuan-Hao Huang, Ge Liu, Martin D. Burke, Ying Diao, Heng Ji
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Token Pruning Meets Audio: Investigating Unique Behaviors in Vision Transformer-Based Audio Classification
TaeHan Lee, Woojin Lee, Hyukjun Lee
- Published: 22 Jan 2025, Last Modified: 13 Mar 2025
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Curse of Instructions: Large Language Models Cannot Follow Multiple Instructions at Once
Keno Harada, Yudai Yamazaki, Masachika Taniguchi, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN
Jiayu Zhang, Zhiyu Zhu, Xinyi Wang, Silin Liao, Zhibo Jin, Flora D. Salim, Huaming Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Disentangling data distribution for Federated Learning
Xinyuan Zhao, Hanlin Gu, Lixin Fan, Qiang Yang, Yuxing Han
- 27 Sept 2024 (modified: 24 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Loss Landscape of Shallow ReLU-like Neural Networks: Stationary Points, Saddle Escape, and Network Embedding
Zhengqing Wu, Berfin Simsek, François Gaston Ged
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone