Jianchang Su

PhD student, School of Computing, University of Connecticut

Joined

May 2024

Names

Jianchang Su (Preferred)

Emails

****@uconn.edu (Confirmed)

Personal Links

Career & Education History

PhD student

School of Computing, University of Connecticut (uconn.edu)

2023 – 2028

Advisors, Relations & Conflicts

PhD Advisor

Wei Zhang

Present

Expertise

Trustworthy LLM

Present

Efficent LLM Serving

Present

System-level Optimization

Present

Publications

PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization
Dawei Xiang, Wenyan Xu, Kexin Chu, Jianchang Su, Yiming Zeng, Wei Zhang, Tianqi Ding, Zixu Shen
- EMNLP 2025
- Readers: Everyone
SAIR: Cost-Efficient Multi-Stage ML Pipeline Autoscaling via In-Context Reinforcement Learning
Jianchang Su, Yifan Zhang, Shengkai Lin, Shizhen Zhao, Yusheng Zheng, Yiwei Yang, Wei Zhang
- CoRR 2026
- Readers: Everyone
In-Kernel Aggregation and Broadcast Acceleration for Distributed Communication
Jianchang Su, Yifan Zhang, Wei Zhang
- NINeS 2026
- Readers: Everyone
TrustWeave: Integrity Measurement and Attestation For Multi-Cloud LLMs
Jianchang Su, Wenhui Zhang, Yifan Zhang, Kexin Chu, Hao Guo, Youyou Lu, Wei Zhang
- EuroSys 2026
- Readers: Everyone
gpu_ext: Extensible OS Policies for GPUs via eBPF
Yusheng Zheng, Tong Yu, Yiwei Yang, Minghui Jiang, Xiangyu Gao, Jianchang Su, Yanpeng Hu, Wenan Mao, Wei Zhang, Dan Williams, Andi Quinn
- CoRR 2025
- Readers: Everyone
Selective KV-Cache Sharing to Mitigate Timing Side-Channels in LLM Inference
Kexin Chu, Zecheng Lin, Dawei Xiang, Zixu Shen, Jianchang Su, Cheng Chu, Yiwei Yang, Wenhui Zhang, Wenfei Wu, Wei Zhang
- CoRR 2025
- Readers: Everyone
SPADA: Secure, Performant, and Distributed LLM Inference
Kexin Chu, Jianchang Su, Wei Zhang
- MLArchSys 2025 Poster
- Readers: Everyone
Runtime Attestation for Secure LLM Serving in Cloud-Native Trusted Execution Environments
Jianchang Su, Wei Zhang
- MLArchSys 2025 Oral
- Readers: Everyone
Toward Interference-Aware Scheduling for Serverless Functions via eBPF and Meta-Learning
Yifan Zhang, Jianchang Su, Zixu Shen, Yang Zhou, Wei Zhang
- PACMI@SOSP 2025
- Readers: Everyone
eInfer: Unlocking Fine-Grained Tracing for Distributed LLM Inference with eBPF
Kexin Chu, Jianchang Su, Yifan Zhang, Chenxingyu Zhao, Yiwei Yang, Yusheng Zheng, Shengkai Lin, Shizhen Zhao, Wei Zhang
- eBPF@SIGCOMM 2025
- Readers: Everyone

View all 16 publications

Co-Authors

Aidan Parilla
Andi Quinn
Cheng Chu
Chenxingyu Zhao
Dan Williams
Dawei Xiang
Hao Guo
Joshua Bardinelli
Kexin Chu
Linpu Huang
Masoud Rahimi Jafari
Minghui Jiang
Oliver Wang
Rachel Jarvi
Sameer G. Kulkarni
Shengkai Lin
Shizhen Zhao
Tianqi Ding
Tong Yu
Wei Zhang
Wenan Mao
Wenfei Wu
Wenhui Zhang
Wenyan Xu
Xiangyu Gao

View all 36 co-authors