Publications

1615 results for Machine Learning

TSR: Trajectory‑Search Rollouts for Multi‑Turn RL of LLM Agents
- - Aladin Djuhera
  - Swanand Ravindra Kadhe
  - et al.
- 2026
- ICLR 2026
Workshop paper
Entropy-Aware On-Policy Distillation of Language Models
- - Woogyeol Jin
  - Taywon Min
  - et al.
- 2026
- ICLR 2026
Workshop paper
Adaptive Decoding via Test-Time Policy Learning for Self-Improving Generation
- - Asmita Bhardwaj
  - Yuya Ong
  - et al.
- 2026
- ICLR 2026
Workshop paper
Test-Time Tuned Language Models Enable End-to-end De Novo Molecular Structure Generation from MS/MS Spectra
- - Laura Mismetti
  - Marvin Alberts
  - et al.
- 2026
- ICLR 2026
Workshop paper
Unifying Concept Representation Learning
- - Amit Dhurandhar
  - Amir-hossein Karimi
  - et al.
- 2026
- ICLR 2026
Workshop
SafeCOMM: A Study on Safety Degradation in Fine-Tuned Telecom Large Language Models
- - Aladin Djuhera
  - Swanand Ravindra Kadhe
  - et al.
- 2026
- WCNC 2026
Conference paper
Robot-Assisted Group Tours for Blind People
- - Yaxin Hu
  - Masaki Kuribayashi
  - et al.
- 2026
- CHI 2026
Conference paper
GeoAIAgent-Agentic workflow for automated geospatial data management
- - Leonardo Tizzei
  - Gabby Nyirjesy
  - et al.
- 2026
- ICSE 2026
Workshop paper
In-depth Analysis of LLM-based Schema Linking
- - George Katsogiannis-meimarakis
  - Katya Mirylenka
  - et al.
- 2026
- EDBT 2026
Conference paper
Principled Latent-Variable Modeling Enables Efficient Conditional Molecular Design
- - Partha Suryanarayanan
  - Bc Kwon
  - et al.
- 2026
- ACS Spring 2026
Talk