ICLR 2025 Conference Submissions

Sufficient and Necessary Explanations (and What Lies in Between)
Beepul Bharti, Paul Yi, Jeremias Sulam
- 28 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Robustness Reprogramming for Representation Learning
Zhichao Hou, MohamadAli Torkamani, Hamid Krim, Xiaorui Liu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
BRAID: Input-driven Nonlinear Dynamical Modeling of Neural-Behavioral Data
Parsa Vahidi, Omid G. Sani, Maryam Shanechi
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation
Mufei Li, Viraj Shitole, Eli Chien, Changhai Man, Zhaodong Wang, Srinivas, Ying Zhang, Tushar Krishna, Pan Li
- Published: 01 Feb 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Synthesizing Bonds: Enhancing Adult Attachment Predictions with LLM-Generated Data
Paulo Soares, Sean McCurdy, Andrew J. Gerber, Peter Fonagy
- 28 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
COMMA: A Communicative Multimodal Multi-Agent Benchmark
Timothy Ossowski, Jixuan Chen, Danyal Maqbool, Zefan Cai, Tyler J. Bradshaw, Junjie Hu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spectral Operator Methods for Learning Coherent Temporal Representations in Cellular Signaling Dynamics
Heman Shakeri, Ali Tavasoli, Behnaz Moradijamei
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction
Aaron Wenteler, Martina Occhetta, Nikhil Branson, Magdalena Huebner, William Dee, Victor Curean, William Connell, Alex Hawkins-Hooker, Siu Pui Chung, Yasha Ektefaie, Amaya Gallagher-Syed, César Miguel Valdez Córdova
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Normalized Space Alignment: A Versatile Metric for Representation Analysis
Danish Ebadulla, Aditya Gulati, Ambuj Singh
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RedCodeAgent: Automatic Red-teaming Agent against Code Agents
Chengquan Guo, Chulin Xie, Yu Yang, Zinan Lin, Bo Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Meta-Learning Adaptable Foundation Models
Jacob L. Block, Sundararajan Srinivasan, Liam Collins, Aryan Mokhtari, Sanjay Shakkottai
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ACER: Automatic Language Model Context Extension via Retrieval
Luyu Gao, Yunyi Zhang, Jamie Callan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Practical Large-Scale Privacy-Preserving Recurrent Neural Networks
Vele Tosevski, glenngulak
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Counterfactual History Distillation on Continuous-time Event Sequences
Sishun Liu, KE DENG, Yan Wang, Xiuzhen Zhang
- 28 Sept 2024 (modified: 17 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields
Miltiadis Kofinas, Samuele Papa, Efstratios Gavves
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LLM-based Typed Hyperresolution for Commonsense Reasoning with Knowledge Bases
Armin Toroghi, Ali Pesaranghader, Tanmana Sadhu, Scott Sanner
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning
Yang Wu, Huayi Zhang, Yizheng Jiao, Lin Ma, Xiaozhong Liu, Jinhong Yu, Dongyu Zhang, DEZHI YU, Wei Xu
- 28 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Color is a Third Wheel in Shape-Texture Bias
Vatsala Nema, Aditya Pola, Vineeth N. Balasubramanian
- 28 Sept 2024 (modified: 08 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
What's the Move? Hybrid Imitation Learning via Salient Points
Priya Sundaresan, Hengyuan Hu, Quan Vuong, Jeannette Bohg, Dorsa Sadigh
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
RMAAT: A Bio-Inspired Approach for Efficient Long-Context Sequence Processing in Transformers
Md Zesun Ahmed Mia, Malyaban Bal, Abhronil Sengupta
- 28 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LLM as GNN: Graph Vocabulary Learning for Graph Foundation Model
Xi Zhu, Haochen Xue, Ziwei Zhao, Mingyu Jin, Wujiang Xu, Jingyuan Huang, Qifan Wang, Kaixiong Zhou, Yongfeng Zhang
- 28 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PEARL: Towards Permutation-Resilient LLMs
Liang CHEN, Li Shen, Yang Deng, Xiaoyan Zhao, Bin Liang, Kam-Fai Wong
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
GC4NC: A Benchmark Framework for Graph Condensation on Node Classification with New Insights
Shengbo Gong, Juntong Ni, Noveen Sachdeva, Carl Yang, Wei Jin
- 28 Sept 2024 (modified: 24 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Competence-Based Analysis of Language Models
Adam Davies, Jize Jiang, ChengXiang Zhai
- 28 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Adaptive Causal Experimental Design: Amortizing Sequential Bayesian Experimental Design for Causal Models
Zheyu Zhang, Jiayuan Dong, Jie Liu, Xun Huan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone