ICLR 2025 Conference Submissions

GaussianClin: Multimodal Featured Gaussian Splatting for Dynamic Clinical Videos
Chenxin Li, Hengyu Liu, Zhiqin Yang, Yifan Liu, Wuyang Li, Zhiwen Fan, Yixuan Yuan
- 22 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
Peter Lippmann, Gerrit Gerhartz, Roman Remme, Fred A. Hamprecht
- Published: 22 Jan 2025, Last Modified: 15 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Accelerating Diffusion Transformers with Token-wise Feature Caching
Chang Zou, Xuyang Liu, Ting Liu, Siteng Huang, Linfeng Zhang
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization
Guangtao Lyu, Chenghao Xu, Jiexi Yan, Muli Yang, Cheng Deng
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models
Shengda Fan, Xin Cong, Yuepeng Fu, Zhong Zhang, Shuyan Zhang, Yuanwei Liu, Yesai Wu, Yankai Lin, Zhiyuan Liu, Maosong Sun
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Unisolver: PDE-Conditional Transformers Are Universal PDE Solvers
Hang Zhou, Yuezhou Ma, Haixu Wu, Haowen Wang, Mingsheng Long
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs
Feilong Tang, Zile Huang, Chengzhi Liu, Qiang Sun, Harry Yang, Ser-Nam Lim
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Large-scale Interpretable Multi-modality Benchmark for Image Forgery Localization
Jingchun Lian, Lingyu Liu, Yaxiong Wang, Yujiao Wu, Zhedong Zheng
- 22 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Estimation of single-cell and tissue perturbation effect in spatial transcriptomics via Spatial Causal Disentanglement
Stathis Megas, Daniel G. Chen, Krzysztof Polanski, Moshe Eliasof, Carola-Bibiane Schönlieb, Sarah A Teichmann
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Towards Mitigating Factual Hallucination in LLMs through Self-Alignment with Memory
Siyuan Zhang, Xiangsheng Li, Yinpeng Dong, Yichi Zhang, Jian Xie, Dong Yan, Hang Su
- 22 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ComPC: Completing a 3D Point Cloud with 2D Diffusion Priors
Tianxin Huang, Zhiwen Yan, Yuyang Zhao, Gim Hee Lee
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Privacy-Preserving Logistic Regression Training with A Faster Gradient Variant
John Chiang
- 22 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs
Mingquan Feng, Yixin Huang, Weixin Liao, Yuhong Liu, Yizhou Liu, Junchi Yan
- Published: 22 Jan 2025, Last Modified: 12 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark
Mingquan Feng, Yixin Huang, Yizhou Liu, Bofang Jiang, Junchi Yan
- Published: 22 Jan 2025, Last Modified: 28 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
Ziye Wang, Yiran Qin, Lin Zeng, Ruimao Zhang
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Track-On: Transformer-based Online Point Tracking with Memory
Görkay Aydemir, Xiongyi Cai, Weidi Xie, Fatma Guney
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation
Chengwen Qi, Ren Ma, Bowen Li, He Du, Binyuan Hui, Jinwang Wu, Yuanjun Laili, Conghui He
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Capturing substructure interactions by invariant Information Bottle Theory for Generalizable Property Prediction
Wenjie Du, Shuai Zhang, Junfeng Fang, Xuqiang Li, Jiahui Zhang, ALAN XIA, Yang Wang, Zhengyang Zhou
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spatiotemporal Backward Inconsistency Learning Gives STGNNs Icing on the Cake
Jiaming Ma, Zhengyang Zhou, Binwu Wang, Pengkun Wang, Xu Wang, Du Qian, Yang Wang
- 22 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Longitudinal Latent Diffusion Models
Meilame Tayebjee, Stephanie Allassonniere
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enforcing 3D Topological Constraints in Composite Objects via Implicit Functions
Hieu Le, Jingyi Xu, Nicolas Talabot, Jiancheng Yang, Pascal Fua
- 22 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
REVISITING MULTI-PERMUTATION EQUIVARIANCE THROUGH THE LENS OF IRREDUCIBLE REPRESENTATIONS
Yonatan Sverdlov, Ido Springer, Nadav Dym
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
FSW-GNN: A Bi-Lipschitz WL-Equivalent Graph Neural Network
Yonatan Sverdlov, Yair Davidson, Nadav Dym, Tal Amir
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On the Expressive Power of Sparse Geometric MPNNs
Yonatan Sverdlov, Nadav Dym
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models
Hyesung Jeon, Yulhwa Kim, Jae-Joon Kim
- 22 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone