PPaperPicks

Adish Singla

Max Planck Institute for Software Systems, Germany

17 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9922-0668 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×6AISTATS ×3ACL ×2IJCAI ×2AAAI ×1AAMAS ×1ICML ×1ICSE ×1

Frequent coauthors

Parameswaran Kamalaruban
×7
Goran Radanovic
×6
Debmalya Mandal
×4
Andi Nika
×4
Georgios Tzannetos
×4
Victor-Alexandru Padurean
×3
Chao Wen
×2
Jacqueline Staub
×2
Nachiket Kotalwar
×2
Alkis Gotovos
×2
Jonathan Nöther
×2
Farnam Mansouri
×1

Papers

  1. TURTLEAI: Benchmarking Multimodal Models for Visual Programming in Turtle Graphics
    ACL 2026 ·
    Chao Wen
    ,
    Jacqueline Staub
    , Adish Singla
  2. Corruption Robust Offline Reinforcement Learning with Human Feedback
    AISTATS 2025 ·
    Debmalya Mandal
    ,
    Andi Nika
    ,
    Parameswaran Kamalaruban
    , Adish Singla,
    Goran Radanovic
  3. Curriculum Design for Trajectory-Constrained Agent: Compressing Chain-of-Thought Tokens in LLMs
    NeurIPS 2025 ·
    Georgios Tzannetos
    ,
    Parameswaran Kamalaruban
    , Adish Singla
  4. Formal Models of Active Learning from Contrastive Examples
    NeurIPS 2025 ·
    Farnam Mansouri
    ,
    Hans Simon
    , Adish Singla,
    Yuxin Chen
    ,
    Sandra Zilles
  5. Hints Help Finding and Fixing Bugs Differently in Python and Text-Based Program Representations
    ICSE 2025 ·
    Ruchit Rawal
    ,
    Victor-Alexandru Padurean
    ,
    Sven Apel
    , Adish Singla,
    Mariya Toneva
  6. Inference-Time Personalized Alignment with a Few User Preference Queries
    NeurIPS 2025 ·
    Victor-Alexandru Padurean
    ,
    Parameswaran Kamalaruban
    ,
    Nachiket Kotalwar
    ,
    Alkis Gotovos
    , Adish Singla
  7. Policy Teaching via Data Poisoning in Learning from Human Preferences
    AISTATS 2025 ·
    Andi Nika
    ,
    Jonathan Nöther
    ,
    Debmalya Mandal
    ,
    Parameswaran Kamalaruban
    , Adish Singla,
    Goran Radanovic
  8. Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment
    ACL 2025 ·
    Chao Wen
    ,
    Jacqueline Staub
    , Adish Singla
  9. Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints
    AAAI 2025 ·
    Jonathan Nöther
    , Adish Singla,
    Goran Radanovic
  10. Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
    NeurIPS 2024 ·
    Victor-Alexandru Padurean
    , Adish Singla
  11. Corruption-Robust Offline Two-Player Zero-Sum Markov Games
    AISTATS 2024 ·
    Andi Nika
    ,
    Debmalya Mandal
    , Adish Singla,
    Goran Radanovic
  12. Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
    NeurIPS 2024 ·
    Nachiket Kotalwar
    ,
    Alkis Gotovos
    , Adish Singla
  13. Informativeness of Reward Functions in Reinforcement Learning
    AAMAS 2024 ·
    Rati Devidze
    ,
    Parameswaran Kamalaruban
    , Adish Singla
  14. Learning Embeddings for Sequential Tasks Using Population of Agents
    IJCAI 2024 ·
    Mridul Mahajan
    ,
    Georgios Tzannetos
    ,
    Goran Radanovic
    , Adish Singla
  15. On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
    NeurIPS 2024 ·
    Shubham Kumar Bharti
    ,
    Stephen Wright
    , Adish Singla,
    Xiaojin (Jerry) Zhu
  16. Proximal Curriculum with Task Correlations for Deep Reinforcement Learning
    IJCAI 2024 ·
    Georgios Tzannetos
    ,
    Parameswaran Kamalaruban
    , Adish Singla
  17. Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
    ICML 2024 ·
    Andi Nika
    ,
    Debmalya Mandal
    ,
    Parameswaran Kamalaruban
    ,
    Georgios Tzannetos
    ,
    Goran Radanovic
    , Adish Singla