PPaperPicks

Bilgehan Sel

6 papers at tracked venues · 6 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Ming Jin
×6
Ruoxi Jia
×4
Lifu Huang
×1
Naren Ramakrishnan
×1
Vaishakh Keshava
×1
Phillip Wallis
×1
Lukas Rutishauser
×1
Dingcheng Li
×1
Ahmad Al-Tawaha
×1
Vanshaj Khattar
×1
Shangding Gu
×1
Yuhao Ding
×1

Papers

  1. LLMs Can Plan Only If We Tell Them
    ICLR 2025 · Bilgehan Sel,
    Ruoxi Jia
    ,
    Ming Jin
  2. LLMs Can Reason Faster Only If We Let Them
    ICML 2025 · Bilgehan Sel,
    Lifu Huang
    ,
    Naren Ramakrishnan
    ,
    Ruoxi Jia
    ,
    Ming Jin
  3. Reinforcement Learning with Backtracking Feedback
    NeurIPS 2025 · Bilgehan Sel,
    Vaishakh Keshava
    ,
    Phillip Wallis
    ,
    Lukas Rutishauser
    ,
    Ming Jin
    ,
    Dingcheng Li
  4. Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
    ICML 2024 · Bilgehan Sel,
    Ahmad Al-Tawaha
    ,
    Vanshaj Khattar
    ,
    Ruoxi Jia
    ,
    Ming Jin
  5. Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
    AAAI 2024 ·
    Shangding Gu
    , Bilgehan Sel,
    Yuhao Ding
    ,
    Lu Wang
    ,
    Qingwei Lin
    ,
    Ming Jin
    ,
    Alois Knoll
  6. Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs
    ACL 2024 · Bilgehan Sel,
    Priya Shanmugasundaram
    ,
    Mohammad Kachuee
    ,
    Kun Zhou
    ,
    Ruoxi Jia
    ,
    Ming Jin