Publications

Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
- - Song Wang
  - Lin Junhong
  - et al.
- 2025
- ICLR 2025
Conference paper
Programming Refusal with Conditional Activation Steering
- - Bruce Lee
  - Inkit Padhi
  - et al.
- 2025
- ICLR 2025
Conference paper
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
- - Daouda Sow
  - Herbert Woisetschläger
  - et al.
- 2025
- ICLR 2025
Conference paper
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
- - Junmo Kang
  - Leonid Karlinsky
  - et al.
- 2025
- ICLR 2025
Conference paper
Procedural Synthesis of Synthesizable Molecules
- - Michael Sun
  - Alston Lo
  - et al.
- 2025
- ICLR 2025
Conference paper
Discovering Group Structures via Unitary Representation Learning
- - Ben Huh
- 2025
- ICLR 2025
Conference paper
Conformal Language Model Reasoning with Coherent Factuality
- - Maxon Rubin-toles
  - Maya Gambhir
  - et al.
- 2025
- ICLR 2025
Conference paper
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
- - Yukun Chen
  - Shuo Shao
  - et al.
- 2025
- ICLR 2025
Conference paper
Precedence-Constrained Winter Value for Effective Graph Data Valuation
- - Hongling Chi
  - Wei Jin
  - et al.
- 2025
- ICLR 2025
Conference paper
Vela: A Virtualized LLM Training System with GPU Direct and RoCE
- - Apoorve Mohan
  - Robert Walkup
  - et al.
- 2025
- ASPLOS 2025
Conference paper