Fengwei Tian

According to our database, Fengwei Tian authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Learning to Diagnose Privately: DP-Powered LLMs for Radiology Report Classification.

Payel Bhattacharjee, Fengwei Tian, Geoffrey D. Rubin, Joseph Y. Lo, Nirav C. Merchant, Heidi A. Hanson, John Gounley, Ravi Tandon

IEEE Access, 2026

Semantic Smoothing via Novel View Synthesis for Robust SAR Image Classification.

Daniel Brignac, Fengwei Tian, Banafsheh S. Latibari, Abhijit Mahalanobis, Ravi Tandon

Proceedings of the Great Lakes Symposium on VLSI 2026, 2026

STAMP: Selective Task-Aware Mechanism for Text Privacy.

Fengwei Tian, Payel Bhattacharjee, Heidi A. Hanson, Geoffrey D. Rubin, Joseph Y. Lo, Ravi Tandon

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Conformal Sparsification for Bandwidth-Efficient Edge-Cloud Speculative Decoding.

Payel Bhattacharjee, Fengwei Tian, Meiyu Zhong, Guangyi Zhang, Osvaldo Simeone, Ravi Tandon

CoRR, October, 2025

A Framework for Multi-source Privacy Preserving Epidemic Analysis.

Zihan Guan, Zhiyuan Zhao, Fengwei Tian, Dung Nguyen, Payel Bhattacharjee, Ravi Tandon, B. Aditya Prakash, Anil Vullikanti

CoRR, June, 2025

PROPS: Progressively Private Self-alignment of Large Language Models.

Noel Teku, Fengwei Tian, Payel Bhattacharjee, Souradip Chakraborty, Amrit Singh Bedi, Ravi Tandon

Trans. Mach. Learn. Res., 2025

2024

Methodology and real-world applications of dynamic uncertain causality graph for clinical diagnosis with explainability and invariance.

Zhang Zhang, Qin Zhang, Yang Jiao, Lin Lu, Lin Ma, Aihua Liu, Xiao Liu, Juan Zhao, Yajun Xue, Bing Wei, Mingxia Zhang, Ru Gao, Hong Zhao, Jie Lu, Fan Li, Yang Zhang, Yiming Wang, Lei Zhang, Fengwei Tian, Jie Hu, Xin Gou

Artif. Intell. Rev., June, 2024

Inference Privacy: Properties and Mechanisms.

Fengwei Tian, Ravi Tandon

Proceedings of the 58th Asilomar Conference on Signals, 2024

2022

AI-aided general clinical diagnoses verified by third-parties with dynamic uncertain causality graph extended to also include classification.

Zhan Zhang, Yang Jiao, Mingxia Zhang, Bing Wei, Xiao Liu, Juan Zhao, Fengwei Tian, Jie Hu, Qin Zhang

Artif. Intell. Rev., 2022