Content-boosted maximum margin matrix factorization for Flickr group recommendation. - Yilun Wang 001; Liang Chen 001; Jian Wu 001 (DUBMOD@CIKM, 2013)

WT-LDA: User Tagging Augmented LDA for Web Service Clustering. - Liang Chen 001; Yilun Wang 001; Qi Yu 001; Zibin Zheng; Jian Wu 001 (ICSOC, 2013)

Selecting skyline services for QoS-aware composition by upgrading MapReduce paradigm. - Jian Wu 001; Liang Chen 001; Qi Yu 001; Li Kuang; Yilun Wang 001; Zhaohui Wu 001 (Clust. Comput., 2013)

Data Augmented Maximum Margin Matrix Factorization for Flickr Group Recommendation. - Liang Chen 001; Yilun Wang 001; Tingting Liang; Lichuan Ji; Jian Wu 001 (PAKDD (1), 2014)

DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks. - Hui Dou; Yilun Wang 001; Yiwen Zhang 001; Pengfei Chen 002 (ICPP, 2022)

FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications. - Jin Huang; Pengfei Chen 002; Guangba Yu; Yilun Wang 001; Haiyu Huang 002; Zilong He (ISSRE, 2024)

FaaSConf: QoS-aware Hybrid Resources Configuration for Serverless Workflows. - Yilun Wang 001; Pengfei Chen 002; Hui Dou; Yiwen Zhang 001; Guangba Yu; Zilong He; Haiyu Huang 002 (ASE, 2024)

DeepCAT+: A Low-Cost and Transferrable Online Configuration Auto-Tuning Approach for Big Data Frameworks. - Hui Dou; Yilun Wang 001; Yiwen Zhang 001; Pengfei Chen 002; Zibin Zheng (IEEE Trans. Parallel Distributed Syst., 2024)

Mint: Cost-Efficient Tracing with All Requests Collection via Commonality and Variability Analysis. - Haiyu Huang 002; Cheng Chen 056; Kunyi Chen; Pengfei Chen 002; Guangba Yu; Zilong He; Yilun Wang 001; Huxing Zhang; Qi Zhou 001 (ASPLOS (1), 2025)

Defragmentation Scheduling with Deep Reinforcement Learning in Shared GPU Clusters. - Qingfu Wu; Pengfei Chen 002; Yilun Wang 001 (SoCC, 2025)

LLMConf: Knowledge-Enhanced Configuration Optimization for Large Language Model Inference. - Jingkai He; Pengfei Chen 002; Yilun Wang 001; Haiyu Huang 002; Chuanfu Zhang; Haojia Huang; Danwen Chen (IWQoS, 2025)

InferLog: Accelerating LLM Inference for Online Log Parsing via ICL-oriented Prefix Caching. - Yilun Wang 001; Pengfei Chen 002; Haiyu Huang 002; Zilong He; Gou Tan; Chuanfu Zhang; Jingkai He; Zibin Zheng (CoRR, 2025)

Why Does the LLM Stop Computing: An Empirical Study of User-Reported Failures in Open-Source LLMs. - Guangba Yu; Zirui Wang; Yujie Huang; Renyi Zhong; Yuedong Zhong; Yilun Wang 001; Michael R. Lyu (CoRR, 2026)

Cloud-OpsBench: A Reproducible Benchmark for Agentic Root Cause Analysis in Cloud Systems. - Yilun Wang 001; Guangba Yu; Haiyu Huang 002; Zirui Wang; Yujie Huang; Pengfei Chen 002; Michael R. Lyu (CoRR, 2026)