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Tejaswini Pedapati

14 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

ACL ×5AAAI ×2NAACL ×2ICDE ×1ICLR ×1IJCAI ×1UIST ×1VLDB ×1

Frequent coauthors

Pin-Yu Chen
×6
Subhajit Chaudhury
×5
Elizabeth M. Daly
×4
Ching-Yun Ko
×3
Keerthiram Murugesan
×3
Payel Das
×3
Georgios Kollias
×3
Michael Desmond
×3
Qian Pan
×3
Martín Santillán Cooper
×3
Werner Geyer
×3
Erik Miehling
×2

Papers

  1. AI Steerability 360: A Toolkit for Steering Large Language Models
    ACL 2026 ·
    Erik Miehling
    ,
    Karthikeyan Natesan Ramamurthy
    ,
    Praveen Venkateswaran
    ,
    Ching-Yun Ko
    ,
    Pierre L. Dognin
    ,
    Moninder Singh
    , Tejaswini Pedapati,
    Avinash Balakrishnan
    ,
    Matthew Riemer
    ,
    Dennis Wei
    ,
    Inge Vejsbjerg
    ,
    Elizabeth M. Daly
    ,
    Kush R. Varshney
  2. OjaKV: Context-Aware Online Low-Rank KV Cache Compression
    ACL 2026 ·
    Yuxuan Zhu
    ,
    David H. Yang
    ,
    Mohammad Mohammadi Amiri
    ,
    Keerthiram Murugesan
    , Tejaswini Pedapati,
    Pin-Yu Chen
  3. ZoomR: Memory Efficient Reasoning through Multi-Granularity Key Value Retrieval
    ACL 2026 ·
    David H. Yang
    ,
    Yuxuan Zhu
    ,
    Mohammad Mohammadi Amiri
    ,
    Keerthiram Murugesan
    , Tejaswini Pedapati,
    Subhajit Chaudhury
    ,
    Pin-Yu Chen
  4. Differentiable Prompt Learning for Vision Language Models
    IJCAI 2025 ·
    Zhenhan Huang
    , Tejaswini Pedapati,
    Pin-Yu Chen
    ,
    Jianxi Gao
  5. EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts
    ACL 2025 ·
    Subhajit Chaudhury
    ,
    Payel Das
    ,
    Sarathkrishna Swaminathan
    ,
    Georgios Kollias
    ,
    Elliot Nelson
    ,
    Khushbu Pahwa
    , Tejaswini Pedapati,
    Igor Melnyk
    ,
    Matthew Riemer
  6. EvalAssist: Insights on Task-Specific Evaluations and AI-Assisted Judgment Strategy Preferences
    UIST 2025 ·
    Zahra Ashktorab
    ,
    Michael Desmond
    ,
    Qian Pan
    ,
    James M. Johnson
    ,
    Martín Santillán Cooper
    ,
    Elizabeth M. Daly
    ,
    Rahul Nair
    , Tejaswini Pedapati,
    Hyo Jin Do
    ,
    Werner Geyer
  7. EvalAssist: LLM-as-a-Judge Simplified
    AAAI 2025 ·
    Michael Desmond
    ,
    Zahra Ashktorab
    ,
    Werner Geyer
    ,
    Elizabeth M. Daly
    ,
    Martín Santillán Cooper
    ,
    Qian Pan
    ,
    Rahul Nair
    ,
    Nico Wagner
    , Tejaswini Pedapati
  8. From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers
    AAAI 2025 ·
    Bharat Runwal
    , Tejaswini Pedapati,
    Pin-Yu Chen
  9. Granite Guardian: Comprehensive LLM Safeguarding
    NAACL 2025 ·
    Inkit Padhi
    ,
    Manish Nagireddy
    ,
    Giandomenico Cornacchia
    ,
    Subhajit Chaudhury
    , Tejaswini Pedapati,
    Pierre L. Dognin
    ,
    Keerthiram Murugesan
    ,
    Erik Miehling
    ,
    Martín Santillán Cooper
    ,
    Kieran Fraser
    ,
    Giulio Zizzo
    ,
    Muhammad Zaid Hameed
    ,
    Mark Purcell
    ,
    Michael Desmond
    ,
    Qian Pan
    ,
    Inge Vejsbjerg
    ,
    Elizabeth M. Daly
    ,
    Michael Hind
    ,
    Werner Geyer
    ,
    Ambrish Rawat
    ,
    Kush R. Varshney
    ,
    Prasanna Sattigeri
  10. Large Language Models can Become Strong Self-Detoxifiers
    ICLR 2025 ·
    Ching-Yun Ko
    ,
    Pin-Yu Chen
    ,
    Payel Das
    ,
    Youssef Mroueh
    ,
    Soham Dan
    ,
    Georgios Kollias
    ,
    Subhajit Chaudhury
    , Tejaswini Pedapati,
    Luca Daniel
  11. STAR: Spectral Truncation and Rescale for Model Merging
    NAACL 2025 ·
    Yu-Ang Lee
    ,
    Ching-Yun Ko
    , Tejaswini Pedapati,
    I-Hsin Chung
    ,
    Mi-Yen Yeh
    ,
    Pin-Yu Chen
  12. TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search
    VLDB 2025 ·
    Harsha Kokel
    ,
    Aamod Khatiwada
    , Tejaswini Pedapati,
    Haritha Ananthakrishnan
    ,
    Oktie Hassanzadeh
    ,
    Horst Samulowitz
    ,
    Kavitha Srinivas
  13. TabSketchFM: Sketch-Based Tabular Representation Learning for Data Discovery Over Data Lakes
    ICDE 2025 ·
    Aamod Khatiwada
    ,
    Harsha Kokel
    ,
    Ibrahim Abdelaziz
    ,
    Subhajit Chaudhury
    ,
    Julian Dolby
    ,
    Oktie Hassanzadeh
    ,
    Zhenhan Huang
    , Tejaswini Pedapati,
    Horst Samulowitz
    ,
    Kavitha Srinivas
  14. NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
    ACL 2024 ·
    Amit Dhurandhar
    , Tejaswini Pedapati,
    Ronny Luss
    ,
    Soham Dan
    ,
    Aurélie C. Lozano
    ,
    Payel Das
    ,
    Georgios Kollias