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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

Benjamin Patrick Evans
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Sihan Zeng
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Rachneet Kaur
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Yiqiao Jin
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Nicole Cho
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William Watson
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Jung Yeon Park
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Souradip Chakraborty
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Edwin Lock
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Yuancheng Xu
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Harit Vishwakarma
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Denizalp Goktas
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Papers

  1. ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering
    ACL 2026 ·
    Rachneet Kaur
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  2. SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding
    ACL 2026 ·
    Yiqiao Jin
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  3. TASER: Table Agents for Schema-guided Extraction and Recommendation
    EACL 2026 ·
    Nicole Cho
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  4. What Makes a Good Query? Measuring the Impact of Human-Confusing Linguistic Features on LLM Performance
    EACL 2026 ·
    William Watson
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  5. ADAGE: A Generic Two-layer Framework for Adaptive Agent based Modelling
    AAMAS 2025 ·
    Benjamin Patrick Evans
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  6. Approximate Equivariance in Reinforcement Learning
    AISTATS 2025 ·
    Jung Yeon Park
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  7. Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
    ICLR 2025 ·
    Souradip Chakraborty
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  8. Decentralized Convergence to Equilibrium Prices in Trading Networks
    AAAI 2025 ·
    Edwin Lock
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  9. GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment
    ICLR 2025 ·
    Yuancheng Xu
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  10. Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence Analysis
    AISTATS 2025 ·
    Sihan Zeng
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  11. Learning in Stackelberg Mean Field Games: A Non-Asymptotic Analysis
    NeurIPS 2025 ·
    Sihan Zeng
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  12. Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
    ICML 2025 ·
    Harit Vishwakarma
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  13. Efficient Inverse Multiagent Learning
    ICLR 2024 ·
    Denizalp Goktas
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  14. Information-Directed Pessimism for Offline Reinforcement Learning
    ICML 2024 ·
    Alec Koppel
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  15. Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-agent Reinforcement Learning
    AAMAS 2024 ·
    Benjamin Patrick Evans
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