ICLR 2025 Conference Submissions

PDE-constrained Learning with Multi-time-stepping for Accelerated Fluid Simulation
Qi Wang, Yuan Mi, Wang Haoyun, Yang Liu, Yi Zhang, Ruizhi Chengze, Hongsheng Liu, Ji-Rong Wen, Hao Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Stable batched bandit: Optimal regret with free inference
Ishan Sengupta, Koulik Khamaru
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DynST: Large-Scale Spatial-Temporal Dataset for Transferable Traffic Forecasting with Dynamic Road Networks
Zhiwei Zhang, Yanke Yu, Kelan Peng, Shaojun E, Fandong Meng, Jie Zhou, Wenjuan Han
- 27 Sept 2024 (modified: 06 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Examining Alignment of Large Language Models through Representative Heuristics: the case of political stereotypes
Sullam Jeoung, Yubin Ge, Haohan Wang, Jana Diesner
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning to Rewrite: Generalized Detection of LLM-Generated Text
Ran Li, Wei Hao, Weiliang Zhao, Junfeng Yang, Chengzhi Mao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning-Augmented Learning of Gaussian Mixture Models
Samson Zhou
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FDN: Interpretable Spatiotemporal Forecasting with Future Decomposition Networks
Nicholas Majeske, Ariful Azad
- 27 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring Weak-to-Strong Generalization for CLIP-based Classification
Jinhao Li, Sarah Monazam Erfani, Lei Feng, James Bailey, Feng Liu
- 27 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
EVO-RDesign: Leveraging Evolutionary Priors for Structure-Based RNA Design
Xiaoran Jiao, Ke Liu, Weian Mao, Peiyuan Yang, Hao Chen, Chunhua Shen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TeamCraft: A Benchmark for Embodied Multi-Agent Systems in Minecraft
Qian Long, Zhi Li, Ran Gong, Ying Nian Wu, Demetri Terzopoulos, Xiaofeng Gao
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
OMS: One More Step Noise Searching to Enhance Membership Inference Attacks for Diffusion Models
Xiaomeng Fu, Xi Wang, Qiao Li, Jin Liu, Jiao Dai, Jizhong Han, Xingyu Gao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DCA-Bench: A Benchmark for Dataset Curation Agents
Benhao Huang, Yingzhuo Yu, Jin Huang, Xingjian Zhang, Jiaqi W. Ma
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Combining Denoised Neural Network and Genetic Symbolic Regression for Memory Behavior Modeling via Dynamic Asynchronous Optimization
Jianwen Sun, Qirong Chen, Yawei Luo, Zhihai Hu, Ruxia Liang, Xiaoxuan Shen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Decoupling Variable and Temporal Dependencies: A Novel Approach for Multivariate Time Series Forecasting
zhou han, Yuntian Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Graduated Non-Convexity for Point Cloud Registration
Hangqi Ding, Yue Wu, Maoguo Gong, Qiguang Miao, Hao Li, Mingyang Zhang, Wenping Ma
- 27 Sept 2024 (modified: 08 Jan 2025)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Learning-Augmented Search Data Structures
Chunkai Fu, Brandon G. Nguyen, Jung Hoon Seo, Ryan S. Zesch, Samson Zhou
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Jailbreak Instruction-Tuned Large Language Models via MLP Re-weighting
Yifan Luo, Zhennan Zhou, Meitan Wang, Bin Dong
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Adaptive Video Understanding Agent: Enhancing Efficiency with Dynamic Frame Sampling and Feedback-driven Reasoning
Sullam Jeoung, Goeric Huybrechts, Bhavana Ganesh, Sravan Babu Bodapati, Aram Galstyan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
UNA: Unifying Alignments of RLHF/PPO, DPO and KTO by a Generalized Implicit Reward Function
Zhichao Wang, Bin Bi, Can Huang, Shiva Kumar Pentyala, James Zhu, Sitaram Asur, Claire Na Cheng
- 27 Sept 2024 (modified: 21 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Adapprox: Memory Efficient Optimization via Adaptive Randomized Low-Rank Approximation
Pengxiang Zhao, Ping Li, Yingjie Gu, Yi ZHENG, Stephan Ludger Kölker, Zhefeng Wang, Xiaoming Yuan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Custom Gradient Estimators are Straight-Through Estimators in Disguise
Matthew Schoenbauer, Daniele Moro, Lukasz Lew, Andrew G. Howard
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
Zhengfeng Lai, Vasileios Saveris, Chen Chen, Hong-You Chen, Haotian Zhang, Bowen Zhang, Wenze Hu, Juan Lao Tebar, Zhe Gan, Peter Grasch, Meng Cao, Yinfei Yang
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
CRVR: Continuous Representation-Driven Video Frame Modulation Against rPPG Heart Rate Measurement
Menglin Zhang, Xiaoxin Guo, Bohao Qu, Xiaofeng Cao, Di Lin, Shuifa Sun, Ivor Tsang, Qing Guo
- 27 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Disentangling Inter- and Intra-Video Relations for Multi-event Video-Text Retrieval and Grounding
Mengzhao Wang, Yafei Zhang, Huafeng Li, Jinxing Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Buckle Up: Robustifying LLMs at Every Customization Stage via Data Curation
Xiaoqun Liu, Jiacheng Liang, Luoxi Tang, Chenyu You, Muchao Ye, Zhaohan Xi
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone