ICLR 2025 Conference Submissions

Physics-informed Temporal Difference Metric Learning for Robot Motion Planning
Ruiqi Ni, zherong pan, Ahmed H Qureshi
- Published: 22 Jan 2025, Last Modified: 13 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Functional segregation of inputs in artificial neural networks for vision
Giordano Ramos-Traslosheros, Carlos R Ponce
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Scalable Topological Regularizers
Wong Hiu Tung, Darrick Lee, Hong Yan
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
Fan Wang, Juyong Jiang, Chansung Park, Sunghun Kim, Jing Tang
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Probing the contents of text, behavior, and brain data toward improving human-LLM alignment
Zak Hussain, Rui Mata, Ben R. Newell, Dirk U. Wulff
- 27 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CLAD: A Contrastive Learning based Method for Multi-Class Anomaly Detection
Runtang Guo, Hong Li, Tongfei Chen, Yuguang Yang, Peng Zhou, Linlin Yang, Guodong Guo, Baochang Zhang
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Scalable and Enhanced Hallucination Detection in LLMs using Semantic Clustering
Samir Abdaljalil, Parichit Sharma, HASAN KURBAN, Rachad Atat, Erchin Serpedin, Khalid Qaraqe
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The Foundations of Tokenization: Statistical and Computational Concerns
Juan Luis Gastaldi, John Terilla, Luca Malagutti, Brian DuSell, Tim Vieira, Ryan Cotterell
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
AskChart: Universal Chart Understanding through Textual Enhancement
Xudong Yang, Yifan Wu, Yizhang Zhu, Nan Tang, Yuyu Luo
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks
Chenyang Wu, Qian Chen, Akang Wang, Tian Ding, Ruoyu Sun, Wenguo Yang, Qingjiang Shi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
QAEncoder: Towards Aligned Representation Learning in Question Answering System
Zhengren Wang, Qinhan Yu, shidawei, Zhiyu li, Feiyu Xiong, Xiaoxing Wang, Simin Niu, Hao Liang, Wentao Zhang
- 27 Sept 2024 (modified: 10 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Variational Inference for Self-Supervised Speech Models Fine-tuning on Downstream Tasks
Daria Diatlova, Nikita Balagansky, Alexander Varlamov, Vitalii Shutov, Egor Spirin
- 27 Sept 2024 (modified: 17 Mar 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LLMs for Generalizable Language-Conditioned Policy Learning under Minimal Data Requirements
Thomas Pouplin, Kasia Kobalczyk, Hao Sun, Mihaela van der Schaar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Implicit degree bias in the link prediction task
Rachith Aiyappa, Xin Wang, Munjung Kim, Ozgur Can Seckin, Jisung Yoon, Yong-Yeol Ahn, Sadamori Kojaku
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HyResPINNs: Adaptive Hybrid Residual Networks for Learning Optimal Combinations of Neural and RBF Components for Physics-Informed Modeling
Madison Cooley, Mike Kirby, Shandian Zhe, Varun Shankar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Complete and Lipschitz continuous invariants of graphs under geometric isomorphism in R^n
Yury Elkin, Vitaliy Kurlin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Strategy-centric Synthesis: Connecting Billions of Image-Text Pairs to High-Quality Visual Instruction Data
Zhi Li, Yicheng Li, Yin Zhang, Daizong Liu, Xiaoye Qu, Yu Cheng
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Flow Graph Neural Networks
Pascal Plettenberg, Bernhard Sick, Josephine Thomas
- 27 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference
Wenxuan Zeng, Ye Dong, Jinjin Zhou, Junming Ma, Jin Tan, Runsheng Wang, Meng Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models
Eunseop Yoon, Hee Suk Yoon, Mark A. Hasegawa-Johnson, Chang D. Yoo
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Conformal Prediction Sets Can Cause Disparate Impact
Jesse C. Cresswell, Bhargava Kumar, Yi Sui, Mouloud Belbahri
- Published: 22 Jan 2025, Last Modified: 13 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Costas Mavromatis, George Karypis
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Generation Network for Echocardiographic Sectional Positioning and Shape Completion
Wenli Dai, Hao Xu, Shijie Wang, xiaorong Chen, Dexing Kong
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs
Dawid Jan Kopiczko, Tijmen Blankevoort, Yuki M Asano
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations
Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone