ICLR 2025 Conference Submissions

Efficient Diffusion Models for Symmetric Manifolds
Oren Mangoubi, Nisheeth K. Vishnoi
- 25 Sept 2024 (modified: 26 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Graph Neural Network Is A Mean Field Game
Tingting Dan, Zhixuan Zhou, Won Hwa Kim, Guorong Wu
- 25 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI
Xu Zheng, Farhad Shirani, Zhuomin Chen, Chaohao Lin, Wei Cheng, Wenbo Guo, Dongsheng Luo
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Machine Reinforced Perturbation on Drifted Human Logical Reasoning
Songlin Xu, Xinyu Zhang
- 25 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Build Roadmap for Automated Feature Transformation: A Graph-based Reinforcement Learning Approach
Xiaohan Huang, Dongjie Wang, Zhiyuan Ning, Ziyue Qiao, QingqingLong, Haowei Zhu, Min Wu, Yuanchun Zhou, Meng Xiao
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion Preference Alignment via Relative Text-Image Contrast
Yi Gu, Zhendong Wang, Yueqin Yin, Yujia Xie, Mingyuan Zhou
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Online Gradient Boosting Decision Tree: In-Place Updates for Adding/Deleting Data
Huawei Lin, Jun Woo Chung, Yingjie Lao, Weijie Zhao
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
Haiyan Zhao, Heng Zhao, Bo Shen, Ali Payani, Fan Yang, Mengnan Du
- Published: 22 Jan 2025, Last Modified: 01 May 2025
- ICLR 2025 Poster
- Readers: Everyone
ART: Actor-Related Tubelet for Detecting Complex-shaped Action Tubes
Jiaojiao Zhao, Shuai Liao, Xinyu Li, Bing Shuai, Caren Chen
- 25 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
Zhepei Wei, Wei-Lin Chen, Yu Meng
- Published: 22 Jan 2025, Last Modified: 23 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
Yutong Chen, Marko Mihajlovic, Xiyi Chen, Yiming Wang, Sergey Prokudin, Siyu Tang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Egocentric Vision Language Planning
Zhirui Fang, Ming Yang, Weishuai Zeng, Boyu Li, Junpeng Yue, Jiafei Lyu, Ziluo Ding, Xiu Li, Zongqing Lu
- 25 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MixMax: Distributional Robustness in Function Space via Optimal Data Mixtures
Anvith Thudi, Chris J. Maddison
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Digi-Q: Learning VLM Q-Value Functions for Training Device-Control Agents
Hao Bai, Yifei Zhou, Li Erran Li, Sergey Levine, Aviral Kumar
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains
Vighnesh Subramaniam, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba, Shuang Li, Igor Mordatch
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
The Hidden Cost of Waiting for Accurate Predictions
Ali Shirali, Ariel D. Procaccia, Rediet Abebe
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction
Cheng Tan, Zhenxiao Cao, Zhangyang Gao, Lirong Wu, Siyuan Li, Yufei Huang, Jun Xia, Bozhen Hu, Stan Z. Li
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Strengthening Federated Learning: Surrogate Data-Guided Aggregation for Robust Backdoor Defense
Haoqiang Zhang, Yonggang Zhang, Qizhou Wang, Bo Han, Defu Lian, Enhong Chen
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Conformal Bounds on Full-Reference Image Quality for Imaging Inverse Problems
Jeffrey Wen, Rizwan Ahmad, Philip Schniter
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GMValuator: Similarity-based Data Valuation for Generative Models
Jiaxi Yang, Wenlong Deng, Benlin Liu, Yangsibo Huang, James Zou, Xiaoxiao Li
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs
Tianyu Guo, Druv Pai, Yu Bai, Jiantao Jiao, Michael Jordan, Song Mei
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Hybrid Simulation of DNN-based Gray Box Models
Aayushya Agarwal, Yihan Ruan, Lawrence Pileggi
- 25 Sept 2024 (modified: 20 Dec 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Implicit In-context Learning
Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Advancing Multimodal Unified Discrete Representations
Hai Huang, Yan Xia, Shengpeng Ji, Shulei Wang, Hanting Wang, Minghui Fang, Jieming Zhu, Zhenhua Dong, Sashuai zhou, Zehan Wang, Zhou Zhao
- 25 Sept 2024 (modified: 06 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning Dynamics of LLM Finetuning
Yi Ren, Danica J. Sutherland
- Published: 22 Jan 2025, Last Modified: 20 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone