ICLR 2025 Conference Submissions

Data-Aware Training Quality Monitoring and Certification for Reliable Deep Learning
Farhang Yeganegi, Arian Eamaz, Mojtaba Soltanalian
- 28 Sept 2024 (modified: 28 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Benign Overfitting in Out-of-Distribution Generalization of Linear Models
Shange Tang, Jiayun Wu, Jianqing Fan, Chi Jin
- Published: 22 Jan 2025, Last Modified: 12 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models
Veeramakali Vignesh Manivannan, Yasaman Jafari, Srikar Eranky, Spencer Ho, Rose Yu, Duncan Watson-Parris, Yian Ma, Leon Bergen, Taylor Berg-Kirkpatrick
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SLIM-LLMs: Low-Rank Models of Linguistic Style
Osama Khalid, Padmini Srinivasan, Sanvesh Srivastava
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures
Awni Altabaa, John Lafferty
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Failure Modes of LLMs for Causal Reasoning on Narratives
Khurram Yamin, Shantanu Gupta, Gaurav Rohit Ghosal, Zachary Chase Lipton, Bryan Wilder
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Task-Adaptation Curriculum Learning
Yuhan Wang, Tianyi Zhou
- 28 Sept 2024 (modified: 18 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Scalable Multi-Domain Adaptation of Language Models using Modular Experts
Peter Schafhalter, shun liao, Yanqi Zhou, Chih-Kuan Yeh, Arun Kandoor, James Laudon
- 28 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Depth Extrapolation of Decoders Trained on Nested Structures
Emile R Richard
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multi-Session Client-Centered Treatment Outcome Evaluation in Psychotherapy
Hongbin Na, Tao Shen, Shumao yu, Ling Chen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
3D Perception with Differentiable Map Priors
Brady Zhou, Philipp Kraehenbuehl
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems
Rui Liu, Yu Shen, Peng Gao, Ming Lin
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
KV-Distill: Nearly Lossless Context Compression for Transformers
Vivek Chari, Guanghui Qin, Benjamin Van Durme
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Estimating the Probabilities of Rare Outputs in Language Models
Gabriel Wu, Jacob Hilton
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation
He Wang, Alexander Hanbo Li, Yiqun Hu, Sheng Zhang, Hideo Kobayashi, Jiani Zhang, Henghui Zhu, Chung-Wei Hang, Patrick Ng
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model
Siheng Xiong, Ali Payani, Yuan Yang, Faramarz Fekri
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Open-Set Domain Adaptation Under Background Distribution Shift: Challenges and A Provably Efficient Solution
Shravan S Chaudhari, Yoav Wald, Suchi Saria
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Ladder Residual: Redefining Tensor Parallelism in Transformers for Accelerated Inference
Muru Zhang, Mayank Mishra, Zhongzhu Zhou, William Brandon, Jue WANG, Yoon Kim, Jonathan Ragan-Kelley, Shuaiwen Leon Song, Ben Athiwaratkun, Tri Dao
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Lossy Compression with Pretrained Diffusion Models
Jeremy Vonderfecht, Feng Liu
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Altared Environments: The Role of Normative Infrastructure in AI Alignment
Rakshit Trivedi, Nikhil Chandak, Andrei Ioan Muresanu, Shuhui Zhu, Atrisha Sarkar, Joel Z Leibo, Dylan Hadfield-Menell, Gillian K Hadfield
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Human-inspired Episodic Memory for Infinite Context LLMs
Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou Ammar, Jun Wang
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Code diffusion models are continuous human noise operators
Mukul Singh, Gust Verbruggen, Vu Le, Sumit Gulwani
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Evaluating Oversight Robustness with Incentivized Reward Hacking
Yoav Tzfati, McKenna Fitzgerald, Juan J Vazquez, Julian Michael
- 28 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beyond accuracy: understanding the performance of LLMs on exams designed for humans
Pedro Calais, Gabriel Franco, Themistoklis Nikas, Zilu Tang, Mark Crovella, Wagner Meira Jr., Evimaria Terzi
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EVOSCHEMA: TOWARDS TEXT-TO-SQL ROBUSTNESS AGAINST SCHEMA EVOLUTION
TIANSHU ZHANG, Kun Qian, Siddhartha Sahai, Yuan Tian, SHADDY GARG, Huan Sun, Yunyao Li
- 28 Sept 2024 (modified: 01 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone