PPaperPicks

Ameet Talwalkar

13 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

ICLR ×3AAAI ×2ACL ×2CHI ×2NeurIPS ×2FSE ×1ICML ×1

Frequent coauthors

Valerie Chen
×8
David A. Sontag
×3
Wayne Chi
×2
Sebastian Zhao
×2
Alan Zhu
×2
Hussein Mozannar
×2
Zongzhe Xu
×2
Junhong Shen
×2
Mikhail Khodak
×2
Robert Brennan
×1
Graham Neubig
×1
Shannon Zejiang Shen
×1

Papers

  1. Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows
    CHI 2026 ·
    Valerie Chen
    , Ameet Talwalkar,
    Robert Brennan
    ,
    Graham Neubig
  2. Scaling Collaborative Effort with Agents
    ACL 2026 ·
    Shannon Zejiang Shen
    ,
    Valerie Chen
    ,
    Ken Gu
    ,
    Alexis Ross
    ,
    Zixian Ma
    ,
    Jillian Ross
    ,
    Alex Gu
    ,
    Chenglei Si
    ,
    Wayne Chi
    ,
    Andi Peng
    ,
    Jocelyn J. Shen
    , Ameet Talwalkar,
    Tongshuang Wu
    ,
    David A. Sontag
  3. CodingGenie: A Proactive LLM-Powered Programming Assistant
    FSE 2025 ·
    Sebastian Zhao
    ,
    Alan Zhu
    ,
    Hussein Mozannar
    ,
    David A. Sontag
    , Ameet Talwalkar,
    Valerie Chen
  4. Copilot Arena: A Platform for Code LLM Evaluation in the Wild
    ICML 2025 ·
    Wayne Chi
    ,
    Valerie Chen
    ,
    Anastasios Nikolas Angelopoulos
    ,
    Wei-Lin Chiang
    ,
    Aditya Mittal
    ,
    Naman Jain
    ,
    Tianjun Zhang
    ,
    Ion Stoica
    ,
    Chris Donahue
    , Ameet Talwalkar
  5. Learning Personalized Decision Support Policies
    AAAI 2025 ·
    Umang Bhatt
    ,
    Valerie Chen
    ,
    Katherine M. Collins
    ,
    Parameswaran Kamalaruban
    ,
    Emma Kallina
    ,
    Adrian Weller
    , Ameet Talwalkar
  6. Need Help? Designing Proactive AI Assistants for Programming
    CHI 2025 ·
    Valerie Chen
    ,
    Alan Zhu
    ,
    Sebastian Zhao
    ,
    Hussein Mozannar
    ,
    David A. Sontag
    , Ameet Talwalkar
  7. Specialized Foundation Models Struggle to Beat Supervised Baselines
    ICLR 2025 ·
    Zongzhe Xu
    ,
    Ritvik Gupta
    ,
    Wenduo Cheng
    ,
    Alexander Shen
    ,
    Junhong Shen
    , Ameet Talwalkar,
    Mikhail Khodak
  8. Thinking vs. Doing: Improving Agent Reasoning by Scaling Test-Time Interaction
    NeurIPS 2025 ·
    Junhong Shen
    ,
    Hao Bai
    ,
    Lunjun Zhang
    ,
    Yifei Zhou
    ,
    Amrith Setlur
    ,
    Peter Tong
    ,
    Diego Caples
    ,
    Nan Jiang
    ,
    Tong Zhang
    , Ameet Talwalkar,
    Aviral Kumar
  9. This Time is Different: An Observability Perspective on Time Series Foundation Models
    NeurIPS 2025 ·
    Ben Cohen
    ,
    Emaad Khwaja
    ,
    Youssef Doubli
    ,
    Salahidine Lemaachi
    ,
    Chris Lettieri
    ,
    Charles Masson
    ,
    Hugo Miccinilli
    ,
    Elise Ramé
    ,
    Qiqi Ren
    ,
    Afshin Rostamizadeh
    ,
    Jean Ogier du Terrail
    ,
    Anna-Monica Toon
    ,
    Kan Wang
    ,
    Stephan Xie
    ,
    Zongzhe Xu
    ,
    Viktoriya Zhukova
    ,
    David Asker
    , Ameet Talwalkar,
    Othmane Abou-Amal
  10. Understanding Optimization in Deep Learning with Central Flows
    ICLR 2025 ·
    Jeremy Cohen
    ,
    Alex Damian
    , Ameet Talwalkar,
    J. Zico Kolter
    ,
    Jason D. Lee
  11. When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback
    ACL 2025 ·
    Jane Pan
    ,
    Ryan Shar
    ,
    Jacob Pfau
    , Ameet Talwalkar,
    He He
    ,
    Valerie Chen
  12. Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances
    ICLR 2024 ·
    Mikhail Khodak
    ,
    Edmond Chow
    ,
    Maria-Florina Balcan
    , Ameet Talwalkar
  13. On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods
    AAAI 2024 ·
    Kasun Amarasinghe
    ,
    Kit T. Rodolfa
    ,
    Sérgio M. Jesus
    ,
    Valerie Chen
    ,
    Vladimir Balayan
    ,
    Pedro Saleiro
    ,
    Pedro Bizarro
    , Ameet Talwalkar,
    Rayid Ghani