Improving on a rapid attribute reduction algorithm based on neighborhood rough sets. - Gongzhen Guo; Zunren Liu; Chang Lou; Xiaoxiao Song (FSKD, 2015)

Energy-Aware Clustering and Routing Scheme in Wireless Sensor Network. - Chang Lou; Xiaofeng Gao 001; Fan Wu 006; Guihai Chen (WASA, 2015)

Fast and Concurrent RDF Queries using RDMA-assisted GPU Graph Exploration. - Siyuan Wang; Chang Lou; Rong Chen 001; Haibo Chen 001 (USENIX ATC, 2018)

Comprehensive and Efficient Runtime Checking in System Software through Watchdogs. - Chang Lou; Peng Huang 005; Scott Smith (HotOS, 2019)

Understanding, Detecting and Localizing Partial Failures in Large System Software. - Chang Lou; Peng Huang 005; Scott Smith (NSDI, 2020)

RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure. - Chang Lou; Cong Chen; Peng Huang 005; Yingnong Dang; Si Qin; Xinsheng Yang; Xukun Li; Qingwei Lin; Murali Chintalapati (OSDI, 2022)

Demystifying and Checking Silent Semantic Violations in Large Distributed Systems. - Chang Lou; Yuzhuo Jing; Peng Huang 005 (OSDI, 2022)

Verifying Semantic Equivalence of Large Models with Equality Saturation. - Kahfi S. Zulkifli; Wenbo Qian; Shaowei Zhu 001; Yuan Zhou; Zhen Zhang 063; Chang Lou (EuroMLSys, 2025)

Orchestrating Cross-Layer Anomaly Detection and Mitigation to Address Gray Failures in Large-Scale Cloud Infrastructure. - Ze Li 005; Chang Lou; Vignatha Yenugutala; Vivek Ramamurthy; Eion Blanchard; Minghua Ma; Murali Chintalapati (AIOps, 2025)

Deriving Semantic Checkers from Tests to Detect Silent Failures in Production Distributed Systems. - Chang Lou; Dimas Shidqi Parikesit; Yujin Huang; Zhewen Yang; Senapati Diwangkara; Yuzhuo Jing; Achmad Imam Kistijantoro; Ding Yuan 004; Suman Nath; Peng Huang 005 (OSDI, 2025)

Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding. - Bin Wang; Bojun Wang; Changyi Wan; Guanzhe Huang; Hanpeng Hu; Haonan Jia; Nie Hao; Mingliang Li; Nuo Chen; Siyu Chen; Song Yuan; Wuxun Xie; et al. (CoRR, 2025)

Verifying Computational Graphs in Production-Grade Distributed Machine Learning Frameworks. - Kahfi S. Zulkifli; Wenbo Qian; Shaowei Zhu 001; Yuan Zhou; Zhen Zhang 063; Chang Lou (CoRR, 2025)