ICLR 2025 Conference Submissions

Pay Attention to Real World Perturbations! Natural Robustness Evaluation in Machine Reading Comprehension
Yulong Wu, Viktor Schlegel, Riza Batista-Navarro
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
Can Demircan, Tankred Saanum, Akshay Kumar Jagadish, Marcel Binz, Eric Schulz
- Published: 22 Jan 2025, Last Modified: 20 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FairDen: Fair Density-Based Clustering
Lena Krieger, Anna Beer, Pernille Matthews, Anneka Myrup Thiesson, Ira Assent
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Trajectory attention for fine-grained video motion control
Zeqi Xiao, Wenqi Ouyang, Yifan Zhou, Shuai Yang, Lei Yang, Jianlou Si, Xingang Pan
- Published: 22 Jan 2025, Last Modified: 09 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
MimoUDiff: A Unified Multi-Source Data Fusion Framework via MIMO Unet and Refined Diffusion for Precipitation Nowcasting
Chunlei Shi, Han Xu, Yongchao Feng, Dan Niu
- 25 Sept 2024 (modified: 15 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
GraphSTAGE: Channel-Preserving Graph Neural Networks for Time Series Forecasting
Tong Guan, Kaiyue Ma, Jiaheng Peng, Jun Liang, Bo Du, Ming Jin, Shirui Pan
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Revolutionizing EMCCD Denoising through a Novel Physics-Based Learning Framework for Noise Modeling
Haiyang Jiang, Tetsuichi Wazawa, Imari Sato, Takeharu Nagai, Yinqiang Zheng
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
GROD: Enhancing Generalization of Transformer with Out-of-Distribution Detection
Yijin Zhou, Yu Guang Wang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
Xingqun Qi, Yatian Wang, Hengyuan Zhang, Jiahao Pan, Wei Xue, Shanghang Zhang, Wenhan Luo, Qifeng Liu, Yike Guo
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Targeted synthetic data generation for tabular data via hardness characterization
Tommaso Ferracci, Leonie Tabea Goldmann, Anton Hinel, Francesco Sanna Passino
- 25 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GeoCon: Compositional Generalization Through Geometric Constraints on Representation Structure
Chenming Shang, Shiji Zhou, Hengyuan Zhang, Xinchen Zhang, Lei Ke, Yuwang Wang, Yujiu Yang
- 25 Sept 2024 (modified: 01 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
Pengfei Chen, Lingxi Xie, Xinyue Huo, Xuehui Yu, XIAOPENG ZHANG, Yingfei Sun, Zhenjun Han, Qi Tian
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
LumiSculpt: A Consistency Lighting Control Network for Video Generation
Yuxin Zhang, DanDan Zheng, Biao Gong, Jingdong Chen, Ming Yang, Weiming Dong, Changsheng Xu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Real World Debiasing: A Fine-grained Analysis On Spurious Correlation
Zhibo Wang, Peng Kuang, Zhixuan Chu, Jingyi Wang, Kui Ren
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Time Can Invalidate Algorithmic Recourse
Giovanni De Toni, Stefano Teso, Bruno Lepri, Andrea Passerini
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization
JiangyongYu, Sifan Zhou, Dawei Yang, Shuoyu Li, Shuo Wang, Xing Hu, XUCHEN, Zukang Xu, Changyong Shu, Zhihang Yuan
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SMART: Self-Learning Meta-strategy Agent for Reasoning Tasks
Rongxing Liu, Kumar Shridhar, Manish Prajapat, Patrick Xia, Mrinmaya Sachan
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective
Andrew Jesson, Nicolas Beltran-Velez, David Blei
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
EPINN: Physics-Informed Neural Network with exponential activation functions for solving stiff ODEs
Yi Zhang, Zhongyi Huang, Ye Li
- 25 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Demystifying amortized causal discovery with transformers
Francesco Montagna, Max Cairney-Leeming, Dhanya Sridhar, Francesco Locatello
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GENRAD: Genomics and Radiomics Heterogeneous Graph Neural Network for Graph-Level Classification in Alzheimer's Disease
Salma Hassan, Mostafa Salem, Mohammad Yaqub
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
What Makes Your Model a Low-empathy or Warmth Person: Exploring the Origins of Personality in LLMs
Shu Yang, Shenzhe Zhu, Ruoxuan Bao, Liang Liu, Yu Cheng, Lijie Hu, Mengdi Li, Di Wang
- 25 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PowerNet: Truncated Matrix Power Series as Quasi-Equivariant Layers
Alex Gabel, Rick Quax, Efstratios Gavves
- 25 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exact Shapley Value for Local and Global Explanation of Additive Gaussian Processes
Majid Mohammadi, Ilaria Tiddi, Annette Ten Teije
- 25 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone