ICLR 2025 Conference Submissions

Glocal Hypergradient Estimation with Koopman Operator
Ryuichiro Hataya, Yoshinobu Kawahara
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models
Songning Lai, Jiayu Yang, Yu Huang, Lijie Hu, TianlangXue, Zhangyi Hu, Jiaxu Li, Haicheng Liao, Yutao Yue
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Denis Huseljic, Marek Herde, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Practical and Rigorous Extremal Bounds for Gaussian Process Regression via Chaining
Junyi Liu, Stanley Kok
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Drag: Semantic-Driven Dragging on Diffusion-Based Image Editing
Chen duosheng, Binghui Chen, Yifeng Geng, Liefeng Bo
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Multi-Domain Chinese Document VQA: a New Dataset and Baseline Method
Liang Qiao, Can Li, Huiyan Wu, Xinglong Lu, Yunlu Xu, Yi Niu, Jiang Zhu, Xi Li
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Precedence-Constrained Winter Value for Effective Graph Data Valuation
Hongliang Chi, Wei Jin, Charu C. Aggarwal, Yao Ma
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
How well does GPT-4o understand vision? Solving standard computer vision tasks with multimodal foundation models
Rahul Ramachandran, Ali Garjani, Andrei Atanov, Oğuzhan Fatih Kar, Amir Zamir
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Sounding the Alarm: Backdooring Acoustic Foundation Models for Physically Realizable Triggers
Zebin Yun, Junyi Ao, Tom Ko, Eyal Ronen, Mahmood Sharif
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with Stochastic Gradient Descent
Ruinan Jin, Xiao Li, Yaoliang Yu, Baoxiang Wang
- 26 Sept 2024 (modified: 23 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Extended Flow Matching : a Method of Conditional Generation with Generalized Continuity Equation
Noboru Isobe, Masanori Koyama, Jinzhe Zhang, Kenji Fukumizu, Kohei Hayashi
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
Ido Levy, Ben wiesel, Sami Marreed, Alon Oved, Avi Yaeli, Segev Shlomov
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cognitive Insights and Stable Coalition Matching for Fostering Multi-Agent Cooperation
Jiaqi Shao, Tianjun Yuan, Tao Lin, Bing Luo
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Federated Few-Shot Class-Incremental Learning
Muhammad Anwar Ma'sum, Mahardhika Pratama, Lin Liu, H Habibullah, Ryszard Kowalczyk
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Interpretable Analysis and Reasoning Enhancement for LLMs via Cross-Generation Reasoning Trees
Liang Xie, Sinan Fan, Chenxi Huang, Chen Shen, Wenxiao Wang, Binbin Lin, Xiaofei He, Ronghua Liang, Jieping Ye
- 26 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
BiMix: Bivariate Data Mixing Law for Language Model Pretraining
Ce Ge, Zhijian Ma, Daoyuan Chen, Yaliang Li, Bolin Ding
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Can VLMs Play Action Role-Playing Games? Take Black Myth Wukong as a Study Case
Peng Chen, Pi Bu, Jun Song, Yuan Gao, Bo Zheng
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Memorisable Prompting: Preventing LLMs Forgetting False Positive Alarm
Cheng Chen, Atsushi Nitanda, Ivor Tsang
- 26 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning
Minghao Xu, Yunteng Geng, Yihang Zhang, Ling Yang, Jian Tang, Wentao Zhang
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More
Xiaochuan Gou, Ziyue Li, Tian Lan, Junpeng Lin, zhishuai Li, Bingyu Zhao, Chen Zhang, Di Wang, Xiangliang Zhang
- 26 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
Melis Ilayda Bal, Pier Giuseppe Sessa, Mojmir Mutny, Andreas Krause
- Published: 22 Jan 2025, Last Modified: 06 May 2025
- ICLR 2025 Poster
- Readers: Everyone
MatPool: Matrix-pattern-oriented Pooling for Graph Property Prediction
Zonghai Zhu, Ying Huang, Huanlai Xing, Li Feng, Yuge Xu
- 26 Sept 2024 (modified: 21 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge?
Arduin Findeis, Floris Weers, Guoli Yin, Ke Ye, Ruoming Pang, Tom Gunter
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Refined Generalization Analysis of the Deep Ritz Method and Physics-Informed Neural Networks
Xianliang Xu, Zhongyi Huang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Neuron-Level Sequential Editing for Large Language Models
Houcheng Jiang, Junfeng Fang, Tianyu Zhang, An Zhang, Ruipeng Wang, Tao Liang, Xiang Wang
- 26 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone