ICLR 2025 Conference Submissions

On Calibration of LLM-based Guard Models for Reliable Content Moderation
Hongfu Liu, Hengguan Huang, Xiangming Gu, Hao Wang, Ye Wang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Unified Convergence Analysis for Score-Based Diffusion Models with Deterministic Samplers
Runjia Li, Qiwei Di, Quanquan Gu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
From Global Assessment to Local Selection: Efficiently Solving Traveling Salesman Problems of All Sizes
Yubin Xiao, Di Wang, Zhiguang Cao, Rui Cao, Xuan Wu, Boyang Li, You Zhou
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Optimizing Neural Network Representations of Boolean Networks
Joshua Russell, Ignacio Gavier, Devdhar Patel, Edward Rietman, Hava T Siegelmann
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
Aniket Vashishtha, Abbavaram Gowtham Reddy, Abhinav Kumar, Saketh Bachu, Vineeth N. Balasubramanian, Amit Sharma
- Published: 22 Jan 2025, Last Modified: 09 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Knowledge Retention in Continual Model-Based Reinforcement Learning
Haotian Fu, Yixiang Sun, Michael Littman, George Konidaris
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Tian Ye, Zicheng Xu, Yuanzhi Li, Zeyuan Allen-Zhu
- Published: 22 Jan 2025, Last Modified: 12 May 2025
- ICLR 2025 Poster
- Readers: Everyone
ChemThinker: Thinking Like a Chemist with Multi-Agent LLMs for Deep Molecular Insights
Jiaxin Ju, YIZHEN ZHENG, Huan Yee Koh, Can Wang, Shirui Pan
- 28 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enriching Knowledge Distillation with Intra-Class Contrastive Learning
Hua Yuan, Ning Xu, Xin Geng, Yong Rui
- 28 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MoIN: Mixture of Introvert Experts to Upcycle an LLM
Ajinkya Tejankar, Navaneet K L, Ujjawal Kamal Panchal, Kossar Pourahmadi, Hamed Pirsiavash
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
REPANA: Reasoning Path Navigated Program Induction for Universally Reasoning over Heterogeneous Knowledge Bases
Jinxin Liu, Shulin Cao, Jiajie Zhang, Ao Zou, Xiaoyin Che, Liangming Pan, Lei Hou, Juanzi Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DefNTaxS: The Inevitable Need for More Structured Description in Zero-Shot Classification
Luke Heffernan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
Song Wang, Junhong Lin, Xiaojie Guo, Julian Shun, Jundong Li, Yada Zhu
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
A Guide to Misinformation Detection Datasets
Camille Thibault, Gabrielle Péloquin-Skulski, Jacob-Junqi Tian, Florence Laflamme, Yuxiang Guan, Reihaneh Rabbany, Jean-François Godbout, Kellin Pelrine
- 28 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Adversarial Training of Two-Layer Polynomial and ReLU Activation Networks via Convex Optimization
Daniel Kuelbs, Sanjay Lall, Mert Pilanci
- 28 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process
Tian Ye, Zicheng Xu, Yuanzhi Li, Zeyuan Allen-Zhu
- Published: 22 Jan 2025, Last Modified: 12 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Agent-Oriented Planning in Multi-Agent Systems
Ao Li, Yuexiang Xie, Songze Li, Fugee Tsung, Bolin Ding, Yaliang Li
- Published: 22 Jan 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Budget-constrained Active Learning to De-censor Survival Data
Ali Parsaee, Bei Jiang, Russell Greiner
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Retrieval or Global Context Understanding? On Many-Shot In-Context Learning for Long-Context Evaluation
Kaijian Zou, Muhammad Khalifa, Lu Wang
- 28 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
STEER-ME: Assessing the Microeconomic Reasoning of Large Language Models
Narun Krishnamurthi Raman, Taylor Lundy, Kevin Leyton-Brown, Jesse Perla
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Large Language Models Can Self-Improve At Web Agent Tasks
Ajay Patel, Markus Hofmarcher, Claudiu Leoveanu-Condrei, Marius-Constantin Dinu, Chris Callison-Burch, Sepp Hochreiter
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multimodal Depression Detection with Contextual Position Encoding and Latent Space Regularization
Enshi Zhang, Christian Poellabauer
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cross Attention for Oddly Shaped Data and Applications in Ionospheric Modeling
Liam Bruce Smith, Morris Cohen
- 28 Sept 2024 (modified: 17 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data
Michael Wornow, Suhana Bedi, Miguel Angel Fuentes Hernandez, Ethan Steinberg, Jason Alan Fries, Christopher Re, Sanmi Koyejo, Nigam Shah
- Published: 22 Jan 2025, Last Modified: 13 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
PrivateChat: A Secure Encrypted Communication Framework with Black-box LLMs
Jiayi Yuan, Li Xu, Haobo Jiang, Hossein Rahmani, De Wen Soh, Jun Liu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone