ICLR 2025 Conference Submissions

From Demonstrations to Rewards: Alignment Without Explicit Human Preferences
Siliang Zeng, Yao Liu, Huzefa Rangwala, George Karypis, Mingyi Hong, Rasool Fakoor
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Codespace Autoencoder for Language Tasks
Celine Lee, Md Arafat Sultan, Tahira Naseem, Alexander M Rush, Ramón Fernandez Astudillo
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference
Roman Levin, Valeriia Cherepanova, Abhimanyu Hans, Avi Schwarzschild, Tom Goldstein
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AtmosArena: Benchmarking Foundation Models for Atmospheric Sciences
Tung Nguyen, Prateik Sinha, Advit Deepak, Karen A. McKinnon, Aditya Grover
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SimO Loss: Anchor-Free Contrastive Loss for Fine-Grained Supervised Contrastive Learning
Taha Bouhsine, Imad El Aaroussi, Atik Faysal, huaxia wang
- 28 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
Doohyuk Jang, Sihwan Park, June Yong Yang, Yeonsung Jung, Jihun Yun, Souvik Kundu, Sung-Yub Kim, Eunho Yang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Uncovering BioLOGICAL Motifs and Syntax via Sufficient and Necessary Explanations
Beepul Bharti, Gabriele Scalia, Alex M Tseng
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LICO: Large Language Models for In-Context Molecular Optimization
Tung Nguyen, Aditya Grover
- Published: 22 Jan 2025, Last Modified: 14 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
COMAL: A Convergent Meta-Algorithm for Aligning LLMs with General Preferences
Yixin Liu, Argyris Oikonomou, Weiqiang Zheng, Yang Cai, Arman Cohan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
All Models are Biased, Some are More Transparent about it: Fully Interpretable and Adjustable Model for Mental Disorder Diagnosis
Kuo Deng, Xiaomeng Ye, Kun Wang, Angelina Faith Pennino, Abigail Jarvis
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Class-wise Autoencoders Measure Classification Difficulty And Detect Label Mistakes
Jacob Marks, Brent A. Griffin, Jason J Corso
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment
Dongyoung Kim, Kimin Lee, Jinwoo Shin, Jaehyung Kim
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Counterfactual Realizability
Arvind Raghavan, Elias Bareinboim
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Forking Paths in Neural Text Generation
Eric J Bigelow, Ari Holtzman, Hidenori Tanaka, Tomer Ullman
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
DEQ-MPC : Deep Equilibrium Model Predictive Control
Swaminathan Gurumurthy, Khai Nguyen, Arun L Bishop, Zachary Manchester, J Zico Kolter
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Beyond Standardization – Putting the Normality in Normalization
Daniel Eftekhari, Vardan Papyan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Blind Coreset Selection: Efficient Pruning for Unlabeled Data
Brent A. Griffin, Jacob Marks, Jason J Corso
- 28 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Debiasing Online Preference Learning via Preference Feature Preservation
Dongyoung Kim, Jaehyung Kim, Jinsung Yoon, Jinwoo Shin
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Language Model based Model Manager
Shravan Doda, Shashidhar Reddy Javaji, Zining Zhu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Stabilize continual learning with hyperspherical replay
Yaqian Zhang, Eibe Frank, Bernhard Pfahringer, Albert Bifet
- 28 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
An Efficient LLM Alignment Framework for Automated Radiology Impression Generation
Tianyang Zhong, Yifan Zhou, Hanqi Jiang, Zhengliang Liu, Jingyuan Chen, Yutong Zhang, Yi Pan, huaqin zhao, Zihao Wu, Yaxuan Yang, Tiezheng Zhang, Bolun Sun, Xin Zhang, Bei Jiang, Linglong Kong, Wei Liu, Xiaoming Zhai, Tianming Liu, Tuo Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Statistical Method for Attack-Agnostic Adversarial Attack Detection with Compressive Sensing Comparison
Chinthana Wimalasuriya, Spyros Tragoudas
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Training Universal Text Encoders with Pair Relevance Classification Loss
Christos Tsirigotis, Vaibhav Adlakha, Joao Monteiro, Aaron Courville, Perouz Taslakian
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Watermark for Black-Box Language Models
Dara Bahri, John Frederick Wieting, Dana Alon, Donald Metzler
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Time-Dependent Density Functional Theory via Geometry and Physics Aware Latent Evolution
Xuan Zhang, Jacob Helwig, Haiyang Yu, Xiaofeng Qian, Shuiwang Ji
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone