ICLR 2025 Conference Submissions

NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains
Wonje Choi, Jinwoo Park, Sanghyun Ahn, Daehee Lee, Honguk Woo
- Published: 22 Jan 2025, Last Modified: 17 May 2025
- ICLR 2025 Poster
- Readers: Everyone
JPEG-LM: LLMs as Image Generators with Canonical Codec Representations
Xiaochuang Han, Marjan Ghazvininejad, Pang Wei Koh, Yulia Tsvetkov
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Does Deep Active Learning Work in the Wild?
Simiao Ren, Saad Lahrichi, Yang Deng, Willie Padilla, Leslie M. Collins, Jordan Malof
- 28 Sept 2024 (modified: 22 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models
Xuan Wu, Di Wang, Zhiguang Cao, Chunguo Wu, Lijie Wen, Chunyan Miao, Yubin Xiao, You Zhou
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Socrates Loss for training ad-hoc calibrated selective classifiers
Sandra Gómez-Gálvez, Gillian Dobbie, Katerina Taskova
- 28 Sept 2024 (modified: 28 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Conformal Language Model Reasoning with Coherent Factuality
Maxon Rubin-Toles, Maya Gambhir, Keshav Ramji, Aaron Roth, Surbhi Goel
- Published: 22 Jan 2025, Last Modified: 14 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Graph-based Confidence Calibration for Large Language Models
Yukun Li, Sijia Wang, Lifu Huang, Liping Liu
- 28 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Constraint-Conditioned Actor-Critic for Offline Safe Reinforcement Learning
Zijian Guo, Weichao Zhou, Shengao Wang, Wenchao Li
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Private Learning Fast and Slow: Two Algorithms for Prediction with Expert Advice Under Local Differential Privacy
Ben Jacobsen, Kassem Fawaz
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Specialized Foundation Models Struggle to Beat Supervised Baselines
Zongzhe Xu, Ritvik Gupta, Wenduo Cheng, Alexander Shen, Junhong Shen, Ameet Talwalkar, Mikhail Khodak
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning
Siddhant Bhambri, Amrita Bhattacharjee, Durgesh Kalwar, Lin Guan, huan liu, Subbarao Kambhampati
- 28 Sept 2024 (modified: 05 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Unified Framework for Causal Discovery and Long-term Forecasting in Non-stationary Environments
Har Simrat Singh, Biwei Huang
- 28 Sept 2024 (modified: 24 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DSR: Reinforcement Learning with Dynamical Skill Refinement
Dongxiang Chen, Ying Wen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Biological Data Acquisition through Inference Set Design
Ihor Neporozhnii, Julien Roy, Emmanuel Bengio, Jason Hartford
- Published: 22 Jan 2025, Last Modified: 20 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SPD: Sync-Point Drop for efficient tensor parallelism of Large Language Models
Han-Byul Kim, Duc N.M Hoang, Arnav Kundu, Mohammad Samragh, Minsik Cho
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization
Batuhan K. Karaman, ishmam zabir, Alon Benhaim, Vishrav Chaudhary, Mert R. Sabuncu, Xia Song
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Using Generative AI to capture High Fidelity Temporal Dynamics to target Vehicular Systems
Qazi Mairaj ud din, Qadeer Ahmed
- 28 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Uncertainty Herding: One Active Learning Method for All Label Budgets
Wonho Bae, Danica J. Sutherland, Gabriel L. Oliveira
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
An Exploration of Speech Conditioned Large Language Models (SLMs)
Sheng Liu, Han Li, Ning Xie, Xiaohan Nie, Lingyun Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Large Language Models Are Active Critics in NLG Evaluation
Shuying Xu, Junjie Hu, Ming Jiang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Online Sequential Learning from Physiological Data with Weighted Prototypes: Tackling Cross-Subject Variability
Adnan Ahmad, Bahareh nakisa, Mohammad Naim Rastgoo
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
In-context Time Series Predictor
Jiecheng Lu, Yan Sun, Shihao Yang
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SpaLLM: Unified Compressive Adaptation of Large Language Models with Sketching
Tianyi Zhang, Junda Su, Oscar Wu, Zhaozhuo Xu, Anshumali Shrivastava
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
More Experts Than Galaxies: Conditionally-Overlapping Experts with Biologically-Inspired Fixed Routing
Sagi Shaier, Francisco Pereira, Katharina von der Wense, Lawrence Hunter, Matt Jones
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Can Watermarks be Used to Detect LLM IP Infringement For Free?
Zhengyue Zhao, Xiaogeng Liu, Somesh Jha, Patrick McDaniel, Bo Li, Chaowei Xiao
- Published: 22 Jan 2025, Last Modified: 15 May 2025
- ICLR 2025 Poster
- Readers: Everyone