How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads. - Xiaoting Qin; Minghua Ma; Yuheng Zhao; Jue Zhang; Chao Du; Yudong Liu; Anjaly Parayil; Chetan Bansal; Saravan Rajmohan; Íñigo Goiri; Eli Cortez; Si Qin; et al. (DSN, 2023)

Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets. - Fangkai Yang; Jue Zhang; Lu Wang 029; Bo Qiao 001; Di Weng; Xiaoting Qin; Gregory Weber; Durgesh Nandini Das; Srinivasan Rakhunathan; Ranganathan Srikanth; Qingwei Lin; Dongmei Zhang 001 (KDD, 2023)

TaskWeaver: A Code-First Agent Framework. - Bo Qiao 001; Liqun Li; Xu Zhang 024; Shilin He; Yu Kang 006; Chaoyun Zhang; Fangkai Yang; Hang Dong 004; Jue Zhang; Lu Wang 029; Minghua Ma; Pu Zhao 004; et al. (CoRR, 2023)

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments. - Sitao Cheng; Ziyuan Zhuang; Yong Xu 010; Fangkai Yang; Chaoyun Zhang; Xiaoting Qin; Xiang Huang 007; Ling Chen; Qingwei Lin; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (ACL (Findings), 2024)

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation. - Jia Fu; Xiaoting Qin; Fangkai Yang; Lu Wang 029; Jue Zhang; Qingwei Lin; Yubo Chen 001; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (EMNLP (Findings), 2024)

Workload Intelligence: Punching Holes Through the Cloud Abstraction. - Lexiang Huang; Anjaly Parayil; Jue Zhang; Xiaoting Qin; Chetan Bansal; Jovan Stojkovic; Pantea Zardoshti; Pulkit A. Misra; Eli Cortez; Raphael Ghelman; Íñigo Goiri; Saravan Rajmohan; et al. (CoRR, 2024)

Towards Cloud Efficiency with Large-scale Workload Characterization. - Anjaly Parayil; Jue Zhang; Xiaoting Qin; Íñigo Goiri; Lexiang Huang; Timothy Zhu; Chetan Bansal (CoRR, 2024)

The Vision of Autonomic Computing: Can LLMs Make It a Reality? - Zhiyang Zhang; Fangkai Yang; Xiaoting Qin; Jue Zhang; Qingwei Lin; Gong Cheng 001; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (CoRR, 2024)

Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Scheduling. - Kunal Jain; Anjaly Parayil; Ankur Mallick; Esha Choukse; Xiaoting Qin; Jue Zhang; Íñigo Goiri; Rujia Wang; Chetan Bansal; Victor Rühle; Anoop Kulkarni; Steve Kofsky; et al. (CoRR, 2024)

AI Delegates with a Dual Focus: Ensuring Privacy and Strategic Self-Disclosure. - Xi Chen; Zhiyang Zhang; Fangkai Yang; Xiaoting Qin; Chao Du; Xi Cheng; Hangxin Liu; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001; Qi Zhang 066 (CoRR, 2024)

Sharingan: Extract User Action Sequence from Desktop Recordings. - Yanting Chen; Yi Ren; Xiaoting Qin; Jue Zhang; Kehong Yuan; Lu Han; Qingwei Lin; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (CoRR, 2024)

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval. - Yuanmin Tang; Xiaoting Qin; Jue Zhang; Jing Yu 007; Gaopeng Gou; Gang Xiong 001; Qingwei Ling; Saravan Rajmohan; Dongmei Zhang 001; Qi Wu 001 (CoRR, 2024)

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval. - Yuanmin Tang; Jue Zhang; Xiaoting Qin; Jing Yu 007; Gaopeng Gou; Gang Xiong 001; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001; Qi Wu 001 (CVPR, 2025)

Performance Aware LLM Load Balancer for Mixed Workloads. - Kunal Jain; Anjaly Parayil; Ankur Mallick; Esha Choukse; Xiaoting Qin; Jue Zhang; Íñigo Goiri; Rujia Wang; Chetan Bansal; Victor Rühle; Anoop Kulkarni; Steve Kofsky; et al. (EuroMLSys, 2025)

AllHands :Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models. - Chaoyun Zhang; Zicheng Ma; Yuhao Wu; Shilin He; Si Qin; Minghua Ma; Xiaoting Qin; Yu Kang 006; Yuyi Liang; Xiaoyu Gou; Yajie Xue; Qingwei Lin; et al. (ICDE, 2025)

Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks. - Yingzhe Peng; Xiaoting Qin; Zhiyang Zhang; Jue Zhang; Qingwei Lin; Xu Yang 021; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (IUI, 2025)

Towards Workload-aware Cloud Efficiency: A Large-scale Empirical Study of Cloud Workload Characteristics. - Anjaly Parayil; Jue Zhang; Xiaoting Qin; Íñigo Goiri; Lexiang Huang; Timothy Zhu; Chetan Bansal (ICPE, 2025)

Enabling Autonomic Microservice Management through Self-Learning Agents. - Fenglin Yu; Fangkai Yang; Xiaoting Qin; Zhiyang Zhang; Jue Zhang; Qingwei Lin; Hongyu Zhang 002; Yingnong Dang; Saravan Rajmohan; Dongmei Zhang 001; Qi Zhang 066 (CoRR, 2025)

MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf. - Lingxiang Hu; Shurun Yuan; Xiaoting Qin; Jue Zhang; Qingwei Lin; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (CoRR, 2025)