PPaperPicks

Heinz Koeppl

17 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8305-9379 ↗

Venues

AAAI ×2ACL ×2AISTATS ×2ICLR ×2ICML ×2ICRA ×2NeurIPS ×2EMNLP ×1IJCAI ×1NAACL ×1

Frequent coauthors

Kai Cui
×8
Christian Fabian
×5
Fengyu Cai
×4
Yannick Eich
×3
Iryna Gurevych
×3
Jiahui Geng
×2
Bastian Alt
×2
Mengguang Li
×2
Xinran Zhao
×2
Hongming Zhang
×2
Shaobo Cui
×1
Qing Li
×1

Papers

  1. CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
    ACL 2026 ·
    Jiahui Geng
    ,
    Fengyu Cai
    ,
    Shaobo Cui
    ,
    Qing Li
    ,
    Liangwei Chen
    ,
    Chenyang Lyu
    ,
    Haonan Li
    ,
    Derui Zhu
    ,
    Alexander Pretschner
    , Heinz Koeppl,
    Fakhri Karray
  2. Bounded Rationality Equilibrium Learning in Mean Field Games
    AAAI 2025 ·
    Yannick Eich
    ,
    Christian Fabian
    ,
    Kai Cui
    , Heinz Koeppl
  3. Entropic Matching for Expectation Propagation of Markov Jump Processes
    AISTATS 2025 ·
    Yannick Eich
    ,
    Bastian Alt
    , Heinz Koeppl
  4. Learning Mean Field Control on Sparse Graphs
    ICML 2025 ·
    Christian Fabian
    ,
    Kai Cui
    , Heinz Koeppl
  5. What do you know? Bayesian knowledge inference for navigating agents
    NeurIPS 2025 ·
    Matthias Schultheis
    ,
    Jana-Sophie Schönfeld
    ,
    Constantin A. Rothkopf
    , Heinz Koeppl
  6. A Modular Aerial System Based on Homogeneous Quadrotors with Fault-Tolerant Control
    ICRA 2024 ·
    Mengguang Li
    ,
    Kai Cui
    , Heinz Koeppl
  7. A Survey of Confidence Estimation and Calibration in Large Language Models
    NAACL 2024 ·
    Jiahui Geng
    ,
    Fengyu Cai
    ,
    Yuxia Wang
    , Heinz Koeppl,
    Preslav Nakov
    ,
    Iryna Gurevych
  8. Approximate Control for Continuous-Time POMDPs
    AISTATS 2024 ·
    Yannick Eich
    ,
    Bastian Alt
    , Heinz Koeppl
  9. GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics
    ACL 2024 ·
    Fengyu Cai
    ,
    Xinran Zhao
    ,
    Hongming Zhang
    ,
    Iryna Gurevych
    , Heinz Koeppl
  10. Graph Structure Inference with BAM: Neural Dependency Processing via Bilinear Attention
    NeurIPS 2024 ·
    Philipp Froehlich
    , Heinz Koeppl
  11. Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior
    ICLR 2024 ·
    Kai Cui
    ,
    Sascha Hauck
    ,
    Christian Fabian
    , Heinz Koeppl
  12. Learning Discrete-Time Major-Minor Mean Field Games
    AAAI 2024 ·
    Kai Cui
    ,
    Gökçe Dayanikli
    ,
    Mathieu Laurière
    ,
    Matthieu Geist
    ,
    Olivier Pietquin
    , Heinz Koeppl
  13. Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach
    ICLR 2024 ·
    Christian Fabian
    ,
    Kai Cui
    , Heinz Koeppl
  14. Major-Minor Mean Field Multi-Agent Reinforcement Learning
    ICML 2024 ·
    Kai Cui
    ,
    Christian Fabian
    ,
    Anam Tahir
    , Heinz Koeppl
  15. MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity
    EMNLP 2024 ·
    Fengyu Cai
    ,
    Xinran Zhao
    ,
    Tong Chen
    ,
    Sihao Chen
    ,
    Hongming Zhang
    ,
    Iryna Gurevych
    , Heinz Koeppl
  16. Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences
    IJCAI 2024 ·
    Rui Huang
    ,
    Sikun Yang
    , Heinz Koeppl
  17. Optimal Collaborative Transportation for Under-Capacitated Vehicle Routing Problems using Aerial Drone Swarms
    ICRA 2024 ·
    Akash Kopparam Sreedhara
    ,
    Deepesh Padala
    ,
    Shashank Mahesh
    ,
    Kai Cui
    ,
    Mengguang Li
    , Heinz Koeppl