ICLR 2025 Conference Submissions

A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments
Yuanhao Liu, Shuo Liu, Yimeng Liu, Jing-Wen Yang, Hong Qian
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Label Informativeness-based Minority Oversampling in Graphs (LIMO)
Rishav Das, Sikta Mohanty, Rucha Bhalchandra Joshi, Subhankar Mishra
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Continual Memorization of Factoids in Large Language Models
Howard Chen, Jiayi Geng, Adithya Bhaskar, Dan Friedman, Danqi Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors
Jingyang Ke, Feiyang Wu, Jiyi Wang, Jeffrey Markowitz, Anqi Wu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric
Toshimitsu Uesaka, Taiji Suzuki, Yuhta Takida, Chieh-Hsin Lai, Naoki Murata, Yuki Mitsufuji
- Published: 22 Jan 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
EqNIO: Subequivariant Neural Inertial Odometry
Royina Karegoudra Jayanth, Yinshuang Xu, Ziyun Wang, Evangelos Chatzipantazis, Kostas Daniilidis, Daniel Gehrig
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
MANTRA: The Manifold Triangulations Assemblage
Rubén Ballester, Ernst Röell, Daniel Bin Schmid, Mathieu Alain, Sergio Escalera, Carles Casacuberta, Bastian Rieck
- Published: 22 Jan 2025, Last Modified: 07 May 2025
- ICLR 2025 Poster
- Readers: Everyone
ALIA: An LLM for Industrial Assets using Synthetic Data
Christodoulos Constantinides, Shuxin Lin, Dhaval C Patel
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Constrained Graph Clustering with Signed Laplacians
John Stewart Fabila Carrasco, He Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Aligning Visual Contrastive learning models via Preference Optimization
Amirabbas Afzali, Borna khodabandeh, Ali Rasekh, Mahyar JafariNodeh, Sepehr Kazemi Ranjbar, Simon Gottschalk
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Representations in a deep end-to-end driving model predict human brain activity in an active driving task
Kaylene Caswell Stocking, Christopher Allan Strong, Jingqi Li, Tianjiao Zhang, Jack L. Gallant, Claire Tomlin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ADMP-GNN: Adaptive Depth Message Passing GNN
Yassine ABBAHADDOU, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Michalis Vazirgiannis
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Plots unlock time-series understanding in multimodal models
Mayank Daswani, Mathias MJ Bellaiche, Marc Wilson, Desislav Ivanov, Mikhail Papkov, Eva Schnider, Jing Tang, Kay Lamerigts, Gabriela Botea, Michael A. Sanchez, Yojan Patel, SHRAVYA SHETTY, Umesh Telang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
WebCanvas: Benchmarking Web Agents in Online Environments
Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu
- 27 Sept 2024 (modified: 15 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
Yang Zhang, Shixin Yang, Chenjia Bai, Fei Wu, Xiu Li, Zhen Wang, Xuelong Li
- 27 Sept 2024 (modified: 06 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs
Haozhen Zhang, Tao Feng, Jiaxuan You
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Positional Encoder Graph Quantile Neural Networks for Geographic Data
William E. R. de Amorim, Scott A Sisson, Thais Carvalho Valadares Rodrigues, David J Nott, Guilherme S. Rodrigues
- 27 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning
Xinran Li, Xiaolu Wang, Chenjia Bai, Jun Zhang
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book?
Seth Aycock, David Stap, Di Wu, Christof Monz, Khalil Sima'an
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages
Xiang Yue, Yueqi Song, Akari Asai, Seungone Kim, Jean de Dieu Nyandwi, Simran Khanuja, Anjali Kantharuban, Lintang Sutawika, Sathyanarayanan Ramamoorthy, Graham Neubig
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
BMLM: Bidirectional Large Language Model for Multi-Task Spoken Language Understanding: Better and Faster
Shangjian Yin, Peijie Huang, Yuhong Xu, Xinming Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VisDiff: SDF-Guided Polygon Generation for Visibility Reconstruction and Recognition
Rahul Moorthy Mahesh, Volkan Isler
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Brain-inspired $L_p$-Convolution benefits large kernels and aligns better with visual cortex
Jea Kwon, Sungjun Lim, Kyungwoo Song, C. Justin Lee
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Constrained Exploitability Descent: Finding Mixed-Strategy Nash Equilibrium by Offline Reinforcement Learning
Runyu Lu, Yuanheng Zhu, Dongbin Zhao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Medical Image Segmentation
Bin Xie, Hao Tang, Bin Duan, Dawen Cai, Yan Yan, Gady Agam
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone