Publications | Shuowei Jin

Haixin Wang, Hejie Cui, Chenwei Zhang, Xin Liu, Shuowei Jin, Shijie Geng, Xinyang Zhang, Nasser Zalmout, Zhenyu Shi, Yizhou Sun (2026). T2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning ICML 2026 Spotlight

Yuwei Zhang, Chengyu Dong, Shuowei Jin, Changlong Yu, Hejie Cui, Hongye Jin, Xinyang Zhang, Hamed Bonab, Colin Lockard, Jianshu Chen, Zhenyu Shi, Jingbo Shang, Xian Li, Bing Yin (2026). CoMem: Context Management with A Decoupled Long-Context Model ICML 2026

Shuowei Jin, Xueshen Liu, Jiaxin Shan, Le Xu, Tieying Zhang, Liguang Xie, Z. Morley Mao (2025). LLMVisor: A Real-Time Latency Attribution Model for Multi-Tenant LLM Serving NeurIPS 2025 ML4Sys-Wksp

Shuowei Jin, Xueshen Liu, Yongji Wu, Haizhong Zheng, Qingzhao Zhang, Atul Prakash, Matthew Lentz, Danyang Zhuo, Feng Qian, Z. Morley Mao (2025). Plato: Plan to Efficiently Decode for Large Language Model Inference COLM 2025

Shuowei Jin, Xueshen Liu, Qingzhao Zhang, Z. Morley Mao (2025). Compute Or Load KV Cache? Why Not Both? ICML 2025

Yongji Wu, Xueshen Liu, Shuowei Jin, Ceyu Xu, Feng Qian, Z. Morley Mao, Matthew Lentz, Danyang Zhuo, Ion Stoica (2025). HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs Preprint

Minkyoung Cho, Insu Jang, Shuowei Jin, Zesen Zhao, Adityan Jothi, Ethem F. Can, Min-Hung Chen, Z. Morley Mao (2025). MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search arXiv

Zesen Zhao, Shuowei Jin, Z. Morley Mao (2024). Eagle: Efficient Training-Free Router for Multi-LLM Inference ML for Systems@NeurIPS 2024

Shuowei Jin, Francis Y. Yan, Cheng Tan, Anuj Kalia, Xenofon Foukas, Z. Morley Mao (2024). AutoSpec: Automated Generation of Neural Network Specifications Preprint

Qingzhao Zhang, Shuowei Jin, Ruiyang Zhu, Jiachen Sun, Xumiao Zhang, Qi Alfred Chen, Z. Morley Mao (2024). On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures USENIX Security 2024

Shuowei Jin, Ruiyang Zhu, Ahmad Hassan, Xiao Zhu, Xumiao Zhang, Z. Morley Mao, Feng Qian, Zhi-Li Zhang (2024). OASIS: Collaborative Neural-Enhanced Mobile Video Streaming MMSys 2024 Best Paper Award

Xumiao Zhang, Shuowei Jin, Yi He, Ahmad Hassan, Z. Morley Mao, Feng Qian, Zhi-Li Zhang (2024). QUIC is not Quick Enough over Fast Internet WWW 2024

Ahmad Hassan, Anlan Zhang, Wei Ye, Jason Carpenter, Ruiyang Zhu, Shuowei Jin, Z. Morley Mao, Feng Qian, Zhi-Li Zhang (2024). The Case for Boosting Mobile Application QoE via Smart Band Switching in 5G/xG Networks HotMobile 2024

Ahmad Hassan, Arvind Narayanan, Anlan Zhang, Wei Ye, Ruiyang Zhu, Shuowei Jin, Jason Carpenter, Z. Morley Mao, Zhi-Li Zhang, Feng Qian (2022). Vivisecting Mobility Management in 5G Cellular Networks SIGCOMM 2022

Xinyi Zhang, Hong Wu, Zhuo Chang, Shuowei Jin, Jian Tan, Feifei Li, Tieying Zhang, Bin Cui (2021). ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases SIGMOD 2021

Arvind Narayanan, Xumiao Zhang, Ruiyang Zhu, Ahmad Hassan, Shuowei Jin, Xiao Zhu, Denis Rybkin, Dustin Zhang, Michael Yang, Z. Morley Mao, Feng Qian, Zhi-Li Zhang (2021). A Variegated Look at 5G in the Wild: Performance, Power, and QoE Implications SIGCOMM 2021

Yongji Wu, Defu Lian, Shuowei Jin, Enhong Chen (2019). Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019