James Flemings

14 papers Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Differentially Private Retrieval-Augmented Generation.
CoRR
Tingting Tang, James Flemings, Yongqin Wang, Murali Annavaram
2025 J jnl
Differentially Private In-context Learning via Sampling Few-shot Mixed with Zero-shot Outputs.
CoRR
James Flemings, Haosheng Gan, Hongyi Li, Meisam Razaviyayn, Murali Annavaram
2025 — conf
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models.
ACL (1)
James Flemings, Bo Jiang, Wanrong Zhang, Zafar Takhirov, Murali Annavaram
2025 J jnl
Hubble: a Model Suite to Advance the Study of LLM Memorization.
CoRR
Johnny Tian-Zheng Wei, Ameya Godbole, Mohammad Aflah Khan, Ryan Wang, Xiaoyuan Zhu, James Flemings, Nitya Kashyap, Krishna P. Gummadi, Willie Neiswanger, Robin Jia
2025 J jnl
Memory-Efficient Differentially Private Training with Gradient Random Projection.
CoRR
Alex Mulrooney, Devansh Gupta, James Flemings, Huanyu Zhang, Murali Annavaram, Meisam Razaviyayn, Xinwei Zhang
2025 J jnl
Personalizing Agent Privacy Decisions via Logical Entailment.
CoRR
James Flemings, Ren Yi, Octavian Suciu, Kassem Fawaz, Murali Annavaram, Marco Gruteser
2025 — conf
TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability.
EMNLP (System Demonstrations)
Mohammad Aflah Khan, Ameya Godbole, Johnny Tian-Zheng Wei, Ryan Yixiang Wang, James Flemings, Krishna P. Gummadi, Willie Neiswanger, Robin Jia
2025 J jnl
TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability.
CoRR
Mohammad Aflah Khan, Ameya Godbole, Johnny Tian-Zheng Wei, Ryan Wang, James Flemings, Krishna P. Gummadi, Willie Neiswanger, Robin Jia
2024 J jnl
Adaptively Private Next-Token Prediction of Large Language Models.
CoRR
James Flemings, Meisam Razaviyayn, Murali Annavaram
2024 J jnl
Characterizing Context Influence and Hallucination in Summarization.
CoRR
James Flemings, Wanrong Zhang, Bo Jiang, Zafar Takhirov, Murali Annavaram
2024 — conf
Differentially Private Knowledge Distillation via Synthetic Text Generation.
ACL (Findings)
James Flemings, Murali Annavaram
2024 J jnl
Differentially Private Knowledge Distillation via Synthetic Text Generation.
CoRR
James Flemings, Murali Annavaram
2024 — conf
Differentially Private Next-Token Prediction of Large Language Models.
NAACL-HLT
James Flemings, Meisam Razaviyayn, Murali Annavaram
2024 J jnl
Differentially Private Next-Token Prediction of Large Language Models.
CoRR
James Flemings, Meisam Razaviyayn, Murali Annavaram