ICLR 2025 Conference Submissions

Learning Loss Landscapes in Preference Optimization
Carlo Alfano, Silvia Sapora, Jakob Nicolaus Foerster, Patrick Rebeschini, Yee Whye Teh
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
REEF: Representation Encoding Fingerprints for Large Language Models
Jie Zhang, Dongrui Liu, Chen Qian, Linfeng Zhang, Yong Liu, Yu Qiao, Jing Shao
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
DETER: Detecting Edited Regions for Deterring Generative Manipulations
Sai Wang, Ye Zhu, Ruoyu Wang, Amaya Dharmasiri, Olga Russakovsky, Yu Wu
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Discovery and Expansion of New Domains within Diffusion Models
Ye Zhu, Yu Wu, Duo Xu, Zhiwei Deng, Yan Yan, Olga Russakovsky
- 21 Sept 2024 (modified: 06 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos
Jilan Xu, Yifei Huang, Baoqi Pei, Junlin Hou, Qingqiu Li, Guo Chen, Yuejie Zhang, Rui Feng, Weidi Xie
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone
Hongfan Gao, Wangmeng Shen, Xiangfei Qiu, Ronghui Xu, Jilin Hu, Bin Yang
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity Learning
Jian Shi, Zhenyu Li, Peter Wonka
- 21 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR Data
Jian Shi, Peter Wonka
- 21 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
Shikun Feng, Yuyan Ni, Lu yan, Zhi-Ming Ma, Wei-Ying Ma, Yanyan Lan
- Published: 22 Jan 2025, Last Modified: 22 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
Zhengbo Wang, Jian Liang, Ran He, Zilei Wang, Tieniu Tan
- Published: 22 Jan 2025, Last Modified: 13 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback
Jingsheng Gao, Linxu Li, Ke Ji, Weiyuan Li, Yixin Lian, yuzhuo fu, Bin Dai
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Self-Supervised Diffusion Models for Electron-Aware Molecular Representation Learning
Gyoung S. Na, Chanyoung Park
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FBSVP: Video Prediction Based on Foreground-Background Separation
zhu hong chang, WangDanDan, Faming Fang
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Recurrent Context Compression: Efficiently Expanding the Context Window of LLM
ChensenHuang, Guibo Zhu, Xuepeng Wang, Dong Yi, Yifei Luo, Haoran Chen, Guojing Ge, Jinqiao Wang
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CopyLens: Dynamically Flagging Copyrighted Sub-Dataset Contributions to LLM Outputs
Qichao Ma, Rui-Jie Zhu, Peiye Liu, Renye Yan, Fahong Zhang, Ling Liang, Meng Li, Zhaofei Yu, Zongwei Wang, Yimao Cai, Tiejun Huang
- 21 Sept 2024 (modified: 01 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Pg-GAT: A Complete Graph Model for Cancer Detection and Subtyping in Whole Slide Images Analysis
Susu Hu, Nithya Bhasker, Guido Montufar, Jakob Nikolas Kather, Lena Seifert, Stefanie Speidel
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HShare: Fast LLM Decoding by Hierarchical Key-Value Sharing
Huaijin Wu, Lianqiang Li, Hantao Huang, Tu Yi, Jihang Zhang, Minghui Yu, Junchi Yan
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?
Letitia Parcalabescu, Anette Frank
- Published: 22 Jan 2025, Last Modified: 01 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power
Lijia Yu, Yibo Miao, Yifan Zhu, Xiao-Shan Gao, Lijun Zhang
- Published: 22 Jan 2025, Last Modified: 13 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Information-theoretically Safe Bias Classifier Against Adversarial Attacks
Lijia Yu, Yifan Zhu, Yibo Miao, Lijun Zhang, Xiao-Shan Gao
- 21 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
InterIDEAS: An LLM and Expert-Enhanced Dataset for Philosophical Intertextuality
Yue Yang, Yinzhi Xu, Chenghao Huang, JohnMichael Jurgensen, Han Hu
- 21 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory
Nikola Zubic, Federico Soldà, Aurelio Sulser, Davide Scaramuzza
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Joint or Disjoint: Mixing Training Regimes for Early-Exit Models
Piotr Kubaty, Bartłomiej Tomasz Krzepkowski, Bartosz Wójcik, Monika Michaluk, Franciszek Szarwacki, Tomasz Trzcinski, Jary Pomponi, Kamil Adamczewski
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ExpertZIP: A Progressive Fusion Framework for Mixture-of-Experts Model Optimization through Huffman Tree Structures
Yi-Zeng Fang, Juinn-Dar Huang
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AC-PKAN: Attention-Enhanced and Chebyshev Polynomial-Based Physics-Informed Kolmogorov–Arnold Networks
Hangwei Zhang, Yan Wang
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone