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Sumitra Ganesh

15 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

ICLR ×3AAMAS ×2ACL ×2AISTATS ×2EACL ×2ICML ×2AAAI ×1NeurIPS ×1

Frequent coauthors

Alec Koppel
×8
Sujay Bhatt
×6
Benjamin Patrick Evans
×4
Sihan Zeng
×4
Rachneet Kaur
×2
Zhen Zeng
×2
Nicole Cho
×2
William Watson
×2
Manuela Veloso
×2
Leo Ardon
×2
Udari Madhushani Sehwag
×2
Mengdi Wang
×2

Papers

  1. ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering
    ACL 2026 ·
    Rachneet Kaur
    ,
    Nishan Srishankar
    ,
    Zhen Zeng
    , Sumitra Ganesh
  2. SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding
    ACL 2026 ·
    Yiqiao Jin
    ,
    Rachneet Kaur
    ,
    Zhen Zeng
    , Sumitra Ganesh,
    Srijan Kumar
  3. TASER: Table Agents for Schema-guided Extraction and Recommendation
    EACL 2026 ·
    Nicole Cho
    ,
    Kirsty Fielding
    ,
    William Watson
    , Sumitra Ganesh,
    Manuela Veloso
  4. What Makes a Good Query? Measuring the Impact of Human-Confusing Linguistic Features on LLM Performance
    EACL 2026 ·
    William Watson
    ,
    Nicole Cho
    , Sumitra Ganesh,
    Manuela Veloso
  5. ADAGE: A Generic Two-layer Framework for Adaptive Agent based Modelling
    AAMAS 2025 ·
    Benjamin Patrick Evans
    ,
    Sihan Zeng
    , Sumitra Ganesh,
    Leo Ardon
  6. Approximate Equivariance in Reinforcement Learning
    AISTATS 2025 ·
    Jung Yeon Park
    ,
    Sujay Bhatt
    ,
    Sihan Zeng
    ,
    Lawson L. S. Wong
    ,
    Alec Koppel
    , Sumitra Ganesh,
    Robin Walters
  7. Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
    ICLR 2025 ·
    Souradip Chakraborty
    ,
    Sujay Bhatt
    ,
    Udari Madhushani Sehwag
    ,
    Soumya Suvra Ghosal
    ,
    Jiahao Qiu
    ,
    Mengdi Wang
    ,
    Dinesh Manocha
    ,
    Furong Huang
    ,
    Alec Koppel
    , Sumitra Ganesh
  8. Decentralized Convergence to Equilibrium Prices in Trading Networks
    AAAI 2025 ·
    Edwin Lock
    ,
    Benjamin Patrick Evans
    ,
    Eleonora Kreacic
    ,
    Sujay Bhatt
    ,
    Alec Koppel
    , Sumitra Ganesh,
    Paul W. Goldberg
  9. GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment
    ICLR 2025 ·
    Yuancheng Xu
    ,
    Udari Madhushani Sehwag
    ,
    Alec Koppel
    ,
    Sicheng Zhu
    ,
    Bang An
    ,
    Furong Huang
    , Sumitra Ganesh
  10. Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence Analysis
    AISTATS 2025 ·
    Sihan Zeng
    ,
    Sujay Bhatt
    ,
    Alec Koppel
    , Sumitra Ganesh
  11. Learning in Stackelberg Mean Field Games: A Non-Asymptotic Analysis
    NeurIPS 2025 ·
    Sihan Zeng
    ,
    Benjamin Patrick Evans
    ,
    Sujay Bhatt
    ,
    Leo Ardon
    , Sumitra Ganesh,
    Alec Koppel
  12. Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
    ICML 2025 ·
    Harit Vishwakarma
    ,
    Alan Mishler
    ,
    Thomas Cook
    ,
    Niccolò Dalmasso
    ,
    Natraj Raman
    , Sumitra Ganesh
  13. Efficient Inverse Multiagent Learning
    ICLR 2024 ·
    Denizalp Goktas
    ,
    Amy Greenwald
    ,
    Sadie Zhao
    ,
    Alec Koppel
    , Sumitra Ganesh
  14. Information-Directed Pessimism for Offline Reinforcement Learning
    ICML 2024 ·
    Alec Koppel
    ,
    Sujay Bhatt
    ,
    Jiacheng Guo
    ,
    Joe Eappen
    ,
    Mengdi Wang
    , Sumitra Ganesh
  15. Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-agent Reinforcement Learning
    AAMAS 2024 ·
    Benjamin Patrick Evans
    , Sumitra Ganesh