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Dileep Kalathil

7 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

NeurIPS ×3AAAI ×1AISTATS ×1NDSS ×1USENIX Security ×1

Frequent coauthors

Srinivas Shakkottai
×3
Zaiyan Xu
×2
Jeyavijayan Rajendran
×2
Chen Chen
×1
Mohamadreza Rostami
×1
David Liu
×1
Ahmad-Reza Sadeghi
×1
Sushil Vemuri
×1
Kishan Panaganti
×1
Rahul Jain
×1
Deepak Ramachandran
×1
Vishnu Teja Kunde
×1

Papers

  1. ReFuzz: Reusing Tests for Processor Fuzzing with Contextual Bandits
    NDSS 2026 ·
    Chen Chen
    ,
    Zaiyan Xu
    ,
    Mohamadreza Rostami
    ,
    David Liu
    , Dileep Kalathil,
    Ahmad-Reza Sadeghi
    ,
    Jeyavijayan Rajendran
  2. Robust LLM Alignment via Distributionally Robust Direct Preference Optimization
    NeurIPS 2025 ·
    Zaiyan Xu
    ,
    Sushil Vemuri
    ,
    Kishan Panaganti
    , Dileep Kalathil,
    Rahul Jain
    ,
    Deepak Ramachandran
  3. Transformers are Provably Optimal In-context Estimators for Wireless Communications
    AISTATS 2025 ·
    Vishnu Teja Kunde
    ,
    Vicram Rajagopalan
    ,
    Chandra Shekhara Kaushik Valmeekam
    ,
    Krishna Narayanan
    ,
    Jean-François Chamberland
    , Dileep Kalathil,
    Srinivas Shakkottai
  4. AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning
    USENIX Security 2024 ·
    Vasudev Gohil
    ,
    Satwik Patnaik
    , Dileep Kalathil,
    Jeyavijayan Rajendran
  5. Federated Ensemble-Directed Offline Reinforcement Learning
    NeurIPS 2024 ·
    Desik Rengarajan
    ,
    Nitin Ragothaman
    , Dileep Kalathil,
    Srinivas Shakkottai
  6. Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems
    AAAI 2024 ·
    Amit Jena
    , Dileep Kalathil,
    Le Xie
  7. Risk-Averse Fine-tuning of Large Language Models
    NeurIPS 2024 ·
    Sapana Chaudhary
    ,
    Ujwal Dinesha
    , Dileep Kalathil,
    Srinivas Shakkottai