Jingtong Hu

Associate Professor, University of Pittsburgh

Joined

July 2019

Names

Jingtong Hu

Emails

****@pitt.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Pittsburgh (pitt.edu)

2020 – Present

Assistant Professor

University of Pittsburgh (pitt.edu)

2017 – 2020

Assistant Professor

Oklahoma State University (okstate.edu)

2013 – 2017

PhD student

University of Texas, Dallas (utdallas.edu)

2007 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Edwin Sha

Present

Expertise

On-Device AI

Present

Embedded Systems

Present

Hardware/Software Co-Design

Present

Publications

From Models to Systems: A Comprehensive Survey of Efficient Multimodal Learning
Pan Wang, Siwei Song, Hui Ji, Siqi Cao, Heng Yu, Zhijian Liu, Huanrui Yang, Yingyan Celine Lin, Beidi Chen, Mohit Bansal, Xiaoming Liu, Pengfei Zhou, Ming-Hsuan Yang, Tianlong Chen, Jingtong Hu
- Accepted by TMLR
- Readers: Everyone
Two-Stage Voting for Robust and Efficient Suicide Risk Detection on Social Media
Yukai Song, Pengfei Zhou, César Escobar-Viera, Candice Biernesser, Wei Huang, Jingtong Hu
- Submitted to ICLR 2026
- Readers: Everyone
Can Large Language Models Assess and Reframe Psychological Attribution: A Benchmark and Analysis
Qiang Zhou, Hanzhen Zhu, Jiyang Liu, Pan Wang, Yufeng Tian, Rui Tu, Huaizhi Qu, Zhuoran Wang, Xin Hu, Lei Li, Tianlong Chen, Jingtong Hu
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Towards Global Expert-Level Mixed-Precision Quantization for Mixture-of-Experts LLMs
Jianing Deng, Song Wang, Dongwei Wang, Zijie Liu, Tianlong Chen, Huanrui Yang, Jingtong Hu
- Submitted to ICLR 2026
- Readers: Everyone
I$^2$C: Intra- and Inter-modality Consistency Learning for Multimodal Sentiment Analysis
Pan Wang, Lipeng Ke, Huajun Ying, Pritish Mohapatra, Rohan Sarkar, Suresh Lakhani, sankar venkataraman, Jingtong Hu
- Submitted to ICLR 2026
- Readers: Everyone
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis
Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi
- OpenReview Archive Direct Upload
- Readers: Everyone
EmpathyRobot: A Dataset and Benchmark for Empathetic Task Planning of Robotic Agent
Xinyan Chen, Jiaxin Ge, Hongming Dai, Qiang Zhou, Qiuxuan Feng, Jingtong Hu, Yizhou Wang, Jiaming Liu, Shanghang Zhang
- Submitted to ICLR 2025
- Readers: Everyone
FairSkin: Fair Diffusion for Skin Disease Image Geneartion
Ruichen Zhang, Yuguang Yao, Zhen Tan, Zhimin Li, Pan Wang, huan liu, Jingtong Hu, Sijia Liu, Tianlong Chen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Dataset and Benchmark for Copyright Protection from Text-to-Image Diffusion Models
Rui Ma, Qiang Zhou, Bangjun Xiao, Daquan Zhou, Xiuyu Li, Aishani Singh, Yi Qu, Kurt Keutzer, Xiaodong Xie, Jingtong Hu, Zhen Dong, Shanghang Zhang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Data-Efficient Contrastive Learning by Differentiable Hard Sample and Hard Positive Pair Generation
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone

View all 167 publications

Co-Authors

View all 220 co-authors