Cross-robot behavior adaptation through intention alignment - Xi Chen; Yuan Gao; Hangxin Liu; Fangkai Yang; Ali Ghadirzadeh; Jun Yang; Bin Liang; Chongjie Zhang; Tin Lun Lam; Song-Chun Zhu (Sci. Robotics, 2026)

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model - Mengzhuo Chen; Jiani Zheng; Lu Wang; Fangkai Yang; Chaoyun Zhang; Lingrui Mei; Wenjie Yin; Qingwei Lin; Dongmei Zhang; Saravan Rajmohan (Trans. Mach. Learn. Res., 2026)

UFO2: The Desktop AgentOS - Chaoyun Zhang; He Huang; Chiming Ni; Jian Mu; Si Qin; Shilin He; Lu Wang; Fangkai Yang; Pu Zhao; Bo Qiao; Chao Du; Liqun Li; et al. (Trans. Mach. Learn. Res., 2026)

RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository - Zhiyuan Peng; Xin Yin; Pu Zhao; Fangkai Yang; Lu Wang; Ran Jia; Xu Chen; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026, 2026)

DUET: Joint Exploration of User-Item Profiles in Recommendation System - Yue Chen; Yifei Sun; Lu Wang; Fangkai Yang; Pu Zhao; Minjie Hong; Yifei Dong; Minghua He; Nan Hu; Jianjin Zhang; Zhiwei Dai; Yuefeng Zhan; et al. (Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026, 2026)

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs - Qibin Wang; Pu Zhao; Shaohan Huang; Fangkai Yang; Lu Wang; Furu Wei; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026, 2026)

RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository - Zhiyuan Peng; Xin Yin; Pu Zhao; Fangkai Yang; Lu Wang; Ran Jia; Xu Chen; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (CoRR, 2026)

AdNanny: One Reasoning LLM for All Offline Ads Recommendation Tasks - Nan Hu; Han Li; Jimeng Sun; Lu Wang; Fangkai Yang; Bo Qiao; Pu Zhao; David Dai; Mengyu Liu; Yuefeng Zhan; Jianjin Zhang; Weihao Han; et al. (CoRR, 2026)

Closing the Loop: Universal Repository Representation with RPG-Encoder - Jane Luo; Chengyu Yin; Xin Zhang; Qingtao Li; Steven Liu; Yiming Huang; Jie Wu; Hao Liu; Yangyu Huang; Yu Kang; Fangkai Yang; Ying Xin; et al. (CoRR, 2026)

A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep Research - Zhuofan Shi; Ming Ma; Zekun Yao; Fangkai Yang; Jue Zhang; Dongge Han; Victor Rühle; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (CoRR, 2026)

Computer-Using World Model - Yiming Guan; Rui Yu; John Zhang; Lu Wang; Chaoyun Zhang; Liqun Li; Bo Qiao; Si Qin; He Huang; Fangkai Yang; Pu Zhao; Lukas Wutschitz; et al. (CoRR, 2026)

DUET: Joint Exploration of User Item Profiles in Recommendation System - Yue Chen; Yifei Sun; Lu Wang; Fangkai Yang; Pu Zhao; Minjie Hong; Yifei Dong; Minghua He; Nan Hu; Jianjin Zhang; Zhiwei Dai; Yuefeng Zhan; et al. (CoRR, 2026)

Beyond State Consistency: Behavior Consistency in Text-Based World Models - Youling Huang; Guanqiao Chen; Junchi Yao; Lu Wang; Fangkai Yang; Chao Du; Chenzhuo Zhao; Pu Zhao; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (CoRR, 2026)

TreeSeeker: Tree-Structured Trial, Error, and Return in Deep Search - Zhuofan Shi; Mingzhe Ma; Lu Wang; Fangkai Yang; Pu Zhao; Yiming Guan; Youling Huang; Wei Zhang; Qingwei Lin; Dongmei Zhang; Saravan Rajmohan (CoRR, 2026)

GenCeption: Evaluate vision LLMs with unlabeled unimodal data - Lele Cao; Valentin Leonhard Buchner; Zineb Senane; Fangkai Yang (Comput. Speech Lang., 2025)

Large Action Models: From Inception to Implementation - Lu Wang; Fangkai Yang; Chaoyun Zhang; Junting Lu; Jiaxu Qian; Shilin He; Pu Zhao; Bo Qiao; He Huang; Si Qin; Qisheng Su; Jiayi Ye; et al. (Trans. Mach. Learn. Res., 2025)

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models - Huawen Feng; Pu Zhao; Qingfeng Sun; Can Xu; Fangkai Yang; Lu Wang; Qianli Ma; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025)

AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents - Junting Lu; Zhiyang Zhang; Fangkai Yang; Jue Zhang; Lu Wang; Chao Du; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025)

AdaptFlow: Adaptive Workflow Optimization via Meta-Learning - Runchuan Zhu; Bowen Jiang; Lingrui Mei; Fangkai Yang; Lu Wang; Haoxiang Gao; Fengshuo Bai; Pu Zhao; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025, 2025)

ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation - Minghua He; Yue Chen; Fangkai Yang; Pu Zhao; Wenjie Yin; Yu Kang; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025, 2025)

Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation - Xing Zhang; Jiaheng Wen; Fangkai Yang; Yu Kang; Pu Zhao; Junhao Wang; Maoquan Wang; Yufan Huang; Shengyu Fu; Elsie Nallipogu; Qingwei Lin; Yingnong Dang; et al. (Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025, 2025)

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation - Kaikai An; Fangkai Yang; Liqun Li; Junting Lu; Sitao Cheng; Shuzheng Si; Lu Wang; Pu Zhao; Lele Cao; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; et al. (Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025, 2025)

ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM - Lu Wang; Chiming Duan; Pu Zhao; Fangkai Yang; Yong Shi; Xuefeng Luo; Bingjing Xu; Weiwei Deng; Qingwei Lin; Dongmei Zhang (Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025, 2025)

Token-level Proximal Policy Optimization for Query Generation - Yichen Ouyang; Lu Wang; Fangkai Yang; Pu Zhao; Chenghua Huang; Jianfeng Liu; Bochen Pang; Yaming Yang; Yuefeng Zhan; Hao Sun; Qingwei Lin; Saravan Rajmohan; et al. (Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025, 2025)

Self-Evolved Reward Learning for LLMS - Chenghua Huang; Zhizhen Fan; Lu Wang; Fangkai Yang; Pu Zhao; Zeqi Lin; Qingwei Lin; Dongmei Zhang; Saravan Rajmohan; Qi Zhang (The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025, 2025)

LettinGo: Explore User Profile Generation for Recommendation System - Lu Wang; Di Zhang; Fangkai Yang; Pu Zhao; Jianfeng Liu; Yuefeng Zhan; Hao Sun; Qingwei Lin; Weiwei Deng; Dongmei Zhang; Feng Sun; Qi Zhang (Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, KDD 2025, Toronto ON, Canada, August 3-7, 2025, 2025)

ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In the Cloud - Lu Wang; Mayukh Das; Fangkai Yang; Bo Qiao; Hang Dong; Si Qin; Victor Rühle; Chetan Bansal; Eli Cortez; Íñigo Goiri; Saravan Rajmohan; Qingwei Lin; et al. (Proceedings of the Eighth Conference on Machine Learning and Systems, MLSys 2025, Santa Clara, CA, USA, May 12-15, 2025, 2025)

Te-PID: An Adaptive Erasure Coding Temperature Management System for Optimized Cloud Storage - Pei Xiao; Lu Wang; Fangkai Yang; Guoqing Geng; Haoran Li; Jeff Zhu; Yu Kang; Yifan Li; Terry Chen; Yue Chen; Saravan Rajmohan; Qi Zhang (Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, FSE Companion 2025, Clarion Hotel Trondheim, Trondheim, Norway, June 23-28, 2025, 2025)

Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation - Xing Zhang; Jiaheng Wen; Fangkai Yang; Pu Zhao; Yu Kang; Junhao Wang; Maoquan Wang; Yufan Huang; Elsie Nallipogu; Qingwei Lin; Yingnong Dang; Saravan Rajmohan; et al. (CoRR, 2025)

ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation - Minghua He; Fangkai Yang; Pu Zhao; Wenjie Yin; Yu Kang; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (CoRR, 2025)

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

Lean and Mean: Decoupled Value Policy Optimization with Global Value Guidance - Chenghua Huang; Lu Wang; Fangkai Yang; Pu Zhao; Zhixu Li; Qingwei Lin; Dongmei Zhang; Saravan Rajmohan; Qi Zhang (CoRR, 2025)

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model - Jiani Zheng; Lu Wang; Fangkai Yang; Chaoyun Zhang; Lingrui Mei; Wenjie Yin; Qingwei Lin; Dongmei Zhang; Saravan Rajmohan; Qi Zhang (CoRR, 2025)

UFO2: The Desktop AgentOS - Chaoyun Zhang; He Huang; Chiming Ni; Jian Mu; Si Qin; Shilin He; Lu Wang; Fangkai Yang; Pu Zhao; Chao Du; Liqun Li; Yu Kang; et al. (CoRR, 2025)

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning - Mingrui Wu; Lu Wang; Pu Zhao; Fangkai Yang; Jianjin Zhang; Jianfeng Liu; Yuefeng Zhan; Weihao Han; Hao Sun; Jiayi Ji; Xiaoshuai Sun; Qingwei Lin; et al. (CoRR, 2025)

LettinGo: Explore User Profile Generation for Recommendation System - Lu Wang; Di Zhang; Fangkai Yang; Pu Zhao; Jianfeng Liu; Yuefeng Zhan; Hao Sun; Qingwei Lin; Weiwei Deng; Dongmei Zhang; Feng Sun; Qi Zhang (CoRR, 2025)

WarriorMath: Enhancing the Mathematical Ability of Large Language Models with a Defect-aware Framework - Yue Chen; Minghua He; Fangkai Yang; Pu Zhao; Lu Wang; Yu Kang; Yifei Dong; Yuefeng Zhan; Hao Sun; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (CoRR, 2025)

AdaptFlow: Adaptive Workflow Optimization via Meta-Learning - Runchuan Zhu; Bowen Jiang; Lingrui Mei; Fangkai Yang; Lu Wang; Haoxiang Gao; Fengshuo Bai; Pu Zhao; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (CoRR, 2025)

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs - Qibin Wang; Pu Zhao; Shaohan Huang; Fangkai Yang; Lu Wang; Furu Wei; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (CoRR, 2025)

Learning GUI Grounding with Spatial Reasoning from Visual Feedback - Yu Zhao; Wei-Ning Chen; Huseyin A. Inan; Samuel Kessler; Lu Wang; Lukas Wutschitz; Fangkai Yang; Chaoyun Zhang; Pasquale Minervini; Saravan Rajmohan; Robert Sim (CoRR, 2025)

DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems - Ming Ma; Jue Zhang; Fangkai Yang; Yu Kang; Qingwei Lin; Tianming Yang; Saravan Rajmohan; Dongmei Zhang (CoRR, 2025)

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments - Sitao Cheng; Ziyuan Zhuang; Yong Xu; Fangkai Yang; Chaoyun Zhang; Xiaoting Qin; Xiang Huang; Ling Chen; Qingwei Lin; Dongmei Zhang; Saravan Rajmohan; Qi Zhang (Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024)

COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty - Lu Wang; Mayukh Das; Fangkai Yang; Chao Du; Bo Qiao; Hang Dong; Chetan Bansal; Si Qin; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang; Qi Zhang (Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024, 2024)

Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides - Kaikai An; Fangkai Yang; Junting Lu; Liqun Li; Zhixing Ren; Hao Huang; Lu Wang; Pu Zhao; Yu Kang; Hua Ding; Qingwei Lin; Saravan Rajmohan; et al. (ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), 2024)

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering - Ziyuan Zhuang; Zhiyang Zhang; Sitao Cheng; Fangkai Yang; Jia Liu; Shujian Huang; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation - Jia Fu; Xiaoting Qin; Fangkai Yang; Lu Wang; Jue Zhang; Qingwei Lin; Yubo Chen; Dongmei Zhang; Saravan Rajmohan; Qi Zhang (Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, 2024)

SELF-GUARD: Empower the LLM to Safeguard Itself - Zezhong Wang; Fangkai Yang; Lu Wang; Pu Zhao; Hongru Wang; Liang Chen; Qingwei Lin; Kam-Fai Wong (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 2024, 2024)

SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction - Chiming Duan; Fangkai Yang; Pu Zhao; Lingling Zheng; Yash Dagli; Yudong Liu; Qingwei Lin; Dongmei Zhang (Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024, 2024)

Risk-aware Adaptive Virtual CPU Oversubscription in Microsoft Cloud via Prototypical Human-in-the-loop Imitation Learning - Lu Wang; Mayukh Das; Fangkai Yang; Junjie Sheng; Bo Qiao; Hang Dong; Si Qin; Victor Rühle; Chetan Bansal; Eli Cortez; Íñigo Goiri; Saravan Rajmohan; et al. (CoRR, 2024)

COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy - Lu Wang; Mayukh Das; Fangkai Yang; Chao Du; Bo Qiao; Hang Dong; Si Qin; Chetan Bansal; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (CoRR, 2024)

GenCeption: Evaluate Multimodal LLMs with Unlabeled Unimodal Data - Lele Cao; Valentin Leonhard Buchner; Zineb Senane; Fangkai Yang (CoRR, 2024)

Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides - Kaikai An; Fangkai Yang; Liqun Li; Zhixing Ren; Hao Huang; Lu Wang; Pu Zhao; Yu Kang; Hua Ding; Qingwei Lin; Saravan Rajmohan; Qi Zhang (CoRR, 2024)

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

An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing - Hang Dong; Liwen Zhu; Zhao Shan; Bo Qiao; Fangkai Yang; Si Qin; Chuan Luo; Qingwei Lin; Yuwen Yang; Gurpreet Virdi; Saravan Rajmohan; Dongmei Zhang; et al. (CoRR, 2024)

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation - Kaikai An; Fangkai Yang; Liqun Li; Junting Lu; Sitao Cheng; Lu Wang; Pu Zhao; Lele Cao; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (CoRR, 2024)

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

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering - Ziyuan Zhuang; Zhiyang Zhang; Sitao Cheng; Fangkai Yang; Jia Liu; Shujian Huang; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (CoRR, 2024)

Turn Every Application into an Agent: Towards Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents - Junting Lu; Zhiyang Zhang; Fangkai Yang; Jue Zhang; Lu Wang; Chao Du; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (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; Qi Zhang (CoRR, 2024)

Self-Evolved Reward Learning for LLMs - Chenghua Huang; Zhizhen Fan; Lu Wang; Fangkai Yang; Pu Zhao; Zeqi Lin; Qingwei Lin; Dongmei Zhang; Saravan Rajmohan; Qi Zhang (CoRR, 2024)

Token-level Proximal Policy Optimization for Query Generation - Yichen Ouyang; Lu Wang; Fangkai Yang; Pu Zhao; Chenghua Huang; Jianfeng Liu; Bochen Pang; Yaming Yang; Yuefeng Zhan; Hao Sun; Qingwei Lin; Saravan Rajmohan; et al. (CoRR, 2024)

Large Action Models: From Inception to Implementation - Lu Wang; Fangkai Yang; Chaoyun Zhang; Junting Lu; Jiaxu Qian; Shilin He; Pu Zhao; Bo Qiao; Ray Huang; Si Qin; Qisheng Su; Jiayi Ye; et al. (CoRR, 2024)

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models - Huawen Feng; Pu Zhao; Qingfeng Sun; Can Xu; Fangkai Yang; Lu Wang; Qianli Ma; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Qi Zhang (CoRR, 2024)

Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs - Fangkai Yang; Lu Wang; Zhenyu Xu; Jue Zhang; Liqun Li; Bo Qiao; Camille Couturier; Chetan Bansal; Soumya Ram; Si Qin; Zhen Ma; Íñigo Goiri; et al. (Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, ASPLOS 2023, Vancouver, BC, Canada, March 25-29, 2023, 2023)

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering - Fangkai Yang; Pu Zhao; Zezhong Wang; Lu Wang; Bo Qiao; Jue Zhang; Mohit Garg; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023 - Industry Track, Singapore, December 6-10, 2023, 2023)

Measuring Acoustics with Collaborative Multiple Agents - Yinfeng Yu; Changan Chen; Lele Cao; Fangkai Yang; Fuchun Sun (Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, 2023)

Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets - Fangkai Yang; Jue Zhang; Lu Wang; Bo Qiao; Di Weng; Xiaoting Qin; Gregory Weber; Durgesh Nandini Das; Srinivasan Rakhunathan; Ranganathan Srikanth; Qingwei Lin; Dongmei Zhang (Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023, 2023)

Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365 - Fangkai Yang; Wenjie Yin; Lu Wang; Tianci Li; Pu Zhao; Bo Liu; Paul Wang; Bo Qiao; Yudong Liu; Mårten Björkman; Saravan Rajmohan; Qingwei Lin; et al. (Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2023, San Francisco, CA, USA, December 3-9, 2023, 2023)

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning - Junjie Sheng; Lu Wang; Fangkai Yang; Bo Qiao; Hang Dong; Xiangfeng Wang; Bo Jin; Jun Wang; Si Qin; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang (Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023, 2023)

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering - Zezhong Wang; Fangkai Yang; Pu Zhao; Lu Wang; Jue Zhang; Mohit Garg; Qingwei Lin; Dongmei Zhang (CoRR, 2023)

Introspective Tips: Large Language Model for In-Context Decision Making - Liting Chen; Lu Wang; Hang Dong; Yali Du; Jie Yan; Fangkai Yang; Shuang Li; Pu Zhao; Si Qin; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang (CoRR, 2023)

Diffusion-based Time Series Data Imputation for Microsoft 365 - Fangkai Yang; Wenjie Yin; Lu Wang; Tianci Li; Pu Zhao; Bo Liu; Paul Wang; Bo Qiao; Yudong Liu; Mårten Björkman; Saravan Rajmohan; Qingwei Lin; et al. (CoRR, 2023)

Measuring Acoustics with Collaborative Multiple Agents - Yinfeng Yu; Changan Chen; Lele Cao; Fangkai Yang; Fuchun Sun (CoRR, 2023)

Self-Guard: Empower the LLM to Safeguard Itself - Zezhong Wang; Fangkai Yang; Lu Wang; Pu Zhao; Hongru Wang; Liang Chen; Qingwei Lin; Kam-Fai Wong (CoRR, 2023)

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

TDM: Trustworthy Decision-Making Via Interpretability Enhancement - Daoming Lyu; Fangkai Yang; Hugh Kwon; Wen Dong; Levent Yilmaz; Bo Liu (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365 - Lu Wang; Pu Zhao; Chao Du; Chuan Luo; Mengna Su; Fangkai Yang; Yudong Liu; Qingwei Lin; Min Wang; Yingnong Dang; Hongyu Zhang; Saravan Rajmohan; et al. (KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022, 2022)

Spot Virtual Machine Eviction Prediction in Microsoft Cloud - Fangkai Yang; Bowen Pang; Jue Zhang; Bo Qiao; Lu Wang; Camille Couturier; Chetan Bansal; Soumya Ram; Si Qin; Zhen Ma; Iñigo Goiri; Eli Cortez; et al. (Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022, 2022)

Multiparty Interaction Between Humans and Socially Interactive Agents - Sarah Gillet; Marynel Vázquez; Christopher Peters; Fangkai Yang; Iolanda Leite (The Handbook on Socially Interactive Agents:20 years of Research on Embodied Conversational Agents, Intelligent Virtual Agents, and Social Robotics Volume 2: Interactivity, Platforms, Application, 2022)

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning - Junjie Sheng; Lu Wang; Fangkai Yang; Bo Qiao; Hang Dong; Xiangfeng Wang; Bo Jin; Jun Wang; Si Qin; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang (CoRR, 2022)

Intelligent container reallocation at Microsoft 365 - Bo Qiao; Fangkai Yang; Chuan Luo; Yanan Wang; Johnny Li; Qingwei Lin; Hongyu Zhang; Mohit Datta; Andrew Zhou; Thomas Moscibroda; Saravanakumar Rajmohan; Dongmei Zhang (ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Athens, Greece, August 23-28, 2021, 2021)

Explainable Neuro-Symbolic Hierarchical Reinforcement Learning - Daoming Lyu; Fangkai Yang; Hugh Kwon; Bo Liu; Wen Dong; Levent Yilmaz (Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021)

TDM: Trustworthy Decision-Making via Interpretability Enhancement - Daoming Lyu; Fangkai Yang; Hugh Kwon; Wen Dong; Levent Yilmaz; Bo Liu (CoRR, 2021)

Simulating Group Interactions through Machine Learning and Human Perception - Fangkai Yang (Royal Institute of Technology, Stockholm, Sweden, 2020)

Group Behavior Recognition Using Attention- and Graph-Based Neural Networks - Fangkai Yang; Wenjie Yin; Tetsunari Inamura; Mårten Björkman; Christopher Peters (ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020), 2020)

Impact of Trajectory Generation Methods on Viewer Perception of Robot Approaching Group Behaviors - Fangkai Yang; Wenjie Yin; Mårten Björkman; Christopher Peters (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020, Naples, Italy, August 31 - September 4, 2020, 2020)

Introduction to the 35th International Conference on Logic Programming Special Issue - Esra Erdem; Andrea Formisano; Germán Vidal; Fangkai Yang (Theory Pract. Log. Program., 2019)

SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning - Daoming Lyu; Fangkai Yang; Bo Liu; Steven Gustafson (The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019)

Logic-Based Sequential Decision-Making - Daoming Lyu; Fangkai Yang; Bo Liu; Daesub Yoon (The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019)

Interpretable Automated Machine Learning in Maana™ Knowledge Platform - Alexander Elkholy; Fangkai Yang; Steven Gustafson (Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17, 2019, 2019)

Priority driven Local Optimization for Crowd Simulation - Himangshu Saikia; Fangkai Yang; Christopher Peters (Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17, 2019, 2019)

App-LSTM: Data-driven Generation of Socially Acceptable Trajectories for Approaching Small Groups of Agents - Fangkai Yang; Christopher Peters (Proceedings of the 7th International Conference on Human-Agent Interaction, HAI 2019, Kyoto, Japan, October 06-10, 2019, 2019)

Criticality-based Collision Avoidance Prioritization for Crowd Navigation - Himangshu Saikia; Fangkai Yang; Christopher Peters (Proceedings of the 7th International Conference on Human-Agent Interaction, HAI 2019, Kyoto, Japan, October 06-10, 2019, 2019)

Task-Motion Planning with Reinforcement Learning for Adaptable Mobile Service Robots - Yuqian Jiang; Fangkai Yang; Shiqi Zhang; Peter Stone (2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019, Macau, SAR, China, November 3-8, 2019, 2019)

Learning Socially Appropriate Robot Approaching Behavior Toward Groups using Deep Reinforcement Learning - Alex Yuan Gao; Fangkai Yang; Martin Frisk; Daniel Hemandez; Christopher Peters; Ginevra Castellano (28th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2019, New Delhi, India, October 14-18, 2019, 2019)

AppGAN: Generative Adversarial Networks for Generating Robot Approach Behaviors into Small Groups of People - Fangkai Yang; Christopher Peters (28th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2019, New Delhi, India, October 14-18, 2019, 2019)

Social-aware navigation in crowds with static and dynamic groups - Fangkai Yang; Christopher Peters (11th International Conference on Virtual Worlds and Games for Serious Applications, VS-Games 2019, Vienna, Austria, September 4-6, 2019, 2019)

A Human-Centered Data-Driven Planner-Actor-Critic Architecture via Logic Programming - Daoming Lyu; Fangkai Yang; Bo Liu; Steven Gustafson (Proceedings 35th International Conference on Logic Programming (Technical Communications), ICLP 2019 Technical Communications, Las Cruces, NM, USA, September 20-25, 2019, 2019)

Proceedings 35th International Conference on Logic Programming (Technical Communications), ICLP 2019 Technical Communications, Las Cruces, NM, USA, September 20-25, 2019 - Bart Bogaerts; Esra Erdem; Paul Fodor; Andrea Formisano; Giovambattista Ianni; Daniela Inclezan; Germán Vidal; Alicia Villanueva; Marina De Vos; Fangkai Yang (2019)

Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform - Alexander Elkholy; Fangkai Yang; Steven Gustafson (CoRR, 2019)

Introduction to the 35th International Conference on Logic Programming Special Issue - Esra Erdem; Andrea Formisano; Germán Vidal; Fangkai Yang (CoRR, 2019)

Investigating Social Distances between Humans, Virtual Humans and Virtual Robots in Mixed Reality - Christopher Peters; Chengjie Li; Fangkai Yang; Vanya Avramova; Gabriel Skantze (Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS 2018, Stockholm, Sweden, July 10-15, 2018, 2018)

Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning - Fangkai Yang; Steven Gustafson; Alexander Elkholy; Daoming Lyu; Bo Liu (Genetic Programming Theory and Practice XVI, [GPTP 2018, University of Michigan, Ann Arbor, USA, May 17-20, 2018], 2018)

PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making - Fangkai Yang; Daoming Lyu; Bo Liu; Steven Gustafson (Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, 2018)

Effects of Posture and Embodiment on Social Distance in Human-Agent Interaction in Mixed Reality - Chengjie Li; Theofronia Androulakaki; Alex Yuan Gao; Fangkai Yang; Himangshu Saikia; Christopher Peters; Gabriel Skantze (Proceedings of the 18th International Conference on Intelligent Virtual Agents, IVA 2018, Sydney, NSW, Australia, November 05-08, 2018, 2018)

Who are my neighbors?: A perception model for selecting neighbors of pedestrians in crowds - Fangkai Yang; Himangshu Saikia; Christopher Peters (Proceedings of the 18th International Conference on Intelligent Virtual Agents, IVA 2018, Sydney, NSW, Australia, November 05-08, 2018, 2018)

Pedestrian simulation as multi-objective reinforcement learning - Naresh Balaji Ravichandran; Fangkai Yang; Christopher Peters; Anders Lansner; Pawel Andrzej Herman (Proceedings of the 18th International Conference on Intelligent Virtual Agents, IVA 2018, Sydney, NSW, Australia, November 05-08, 2018, 2018)

Do you see groups?: The impact of crowd density and viewpoint on the perception of groups - Fangkai Yang; Jack Shabo; Adam Qureshi; Christopher Peters (Proceedings of the 18th International Conference on Intelligent Virtual Agents, IVA 2018, Sydney, NSW, Australia, November 05-08, 2018, 2018)

PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making - Fangkai Yang; Daoming Lyu; Bo Liu; Steven Gustafson (CoRR, 2018)

Social Behavior Learning with Realistic Reward Shaping - Yuan Gao; Fangkai Yang; Martin Frisk; Daniel Hernández; Christopher Peters; Ginevra Castellano (CoRR, 2018)

SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning - Daoming Lyu; Fangkai Yang; Bo Liu; Steven Gustafson (CoRR, 2018)

Integrating Task-Motion Planning with Reinforcement Learning for Robust Decision Making in Mobile Robots - Yuqian Jiang; Fangkai Yang; Shiqi Zhang; Peter Stone (CoRR, 2018)

BWIBots: A platform for bridging the gap between AI and human-robot interaction research - Piyush Khandelwal; Shiqi Zhang; Jivko Sinapov; Matteo Leonetti; Jesse Thomason; Fangkai Yang; Ilaria Gori; Maxwell Svetlik; Priyanka Khante; Vladimir Lifschitz; J. K. Aggarwal; Raymond J. Mooney; et al. (Int. J. Robotics Res., 2017)

A Virtual Poster Presenter Using Mixed Reality - Vanya Avramova; Fangkai Yang; Chengjie Li; Christopher Peters; Gabriel Skantze (Intelligent Virtual Agents - 17th International Conference, IVA 2017, Stockholm, Sweden, August 27-30, 2017, Proceedings, 2017)

Expressive virtual characters for social demonstration games - Fangkai Yang; Chengjie Li; Robin Palmberg; Ewoud Van Der Heide; Christopher Peters (9th International Conference on Virtual Worlds and Games for Serious Applications, VS-Games 2017, Athens, Greece, September 6-8, 2017, 2017)

Planning with Task-Oriented Knowledge Acquisition for a Service Robot - Kai Chen; Fangkai Yang; Xiaoping Chen (Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, 2016)

Mobile Robot Planning Using Action Language BC with an Abstraction Hierarchy - Shiqi Zhang; Fangkai Yang; Piyush Khandelwal; Peter Stone (Logic Programming and Nonmonotonic Reasoning - 13th International Conference, LPNMR 2015, Lexington, KY, USA, September 27-30, 2015. Proceedings, 2015)

Planning in Answer Set Programming while Learning Action Costs for Mobile Robots - Fangkai Yang; Piyush Khandelwal; Matteo Leonetti; Peter Stone (2014 AAAI Spring Symposia, Stanford University, Palo Alto, California, USA, March 24-26, 2014, 2014)

Planning in Action Language BC while Learning Action Costs for Mobile Robots - Piyush Khandelwal; Fangkai Yang; Matteo Leonetti; Vladimir Lifschitz; Peter Stone (Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, ICAPS 2014, Portsmouth, New Hampshire, USA, June 21-26, 2014, 2014)

The Semantics of Gringo and Infinitary Propositional Formulas - Amelia J. Harrison; Vladimir Lifschitz; Fangkai Yang (Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, KR 2014, Vienna, Austria, July 20-24, 2014, 2014)

Functional completion - Vladimir Lifschitz; Fangkai Yang (J. Appl. Non Class. Logics, 2013)

Lloyd-Topor completion and general stable models - Vladimir Lifschitz; Fangkai Yang (Theory Pract. Log. Program., 2013)

Representing Actions in Logic-based Languages - Fangkai Yang (Theory Pract. Log. Program., 2013)

Action Language BC: Preliminary Report - Joohyung Lee; Vladimir Lifschitz; Fangkai Yang (IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013, 2013)

Lloyd-Topor Completion and General Stable Models - Vladimir Lifschitz; Fangkai Yang (CoRR, 2013)

On the Semantics of Gringo - Amelia Harrison; Vladimir Lifschitz; Fangkai Yang (CoRR, 2013)

Representing first-order causal theories by logic programs - Paolo Ferraris; Joohyung Lee; Yuliya Lierler; Vladimir Lifschitz; Fangkai Yang (Theory Pract. Log. Program., 2012)

Relational theories with null values and non-herbrand stable models - Vladimir Lifschitz; Karl Pichotta; Fangkai Yang (Theory Pract. Log. Program., 2012)

Vladimir Lifschitz - A Youth at 65 - Neelakantan Kartha; Esra Erdem; Joohyung Lee; Paolo Ferraris; Wanwan Ren; Yuliya Lierler; Fangkai Yang; Albert Rondan (Correct Reasoning - Essays on Logic-Based AI in Honour of Vladimir Lifschitz, 2012)

Extending Action Language \mathcal{C}+ by Formalizing Composite Actions - Xiaoping Chen; Guoqiang Jin; Fangkai Yang (Correct Reasoning - Essays on Logic-Based AI in Honour of Vladimir Lifschitz, 2012)

Extending C+ with Composite Actions for Robotic Task Planning - Xiaoping Chen; Guoqiang Jin; Fangkai Yang (Technical Communications of the 28th International Conference on Logic Programming, ICLP 2012, Budapest, Hungary, September 4-8, 2012, 2012)

Relational Theories with Null Values and Non-Herbrand Stable Models - Vladimir Lifschitz; Karl Pichotta; Fangkai Yang (CoRR, 2012)

Representing First-Order Causal Theories by Logic Programs - Paolo Ferraris; Joohyung Lee; Yuliya Lierler; Vladimir Lifschitz; Fangkai Yang (CoRR, 2011)

Translating First-Order Causal Theories into Answer Set Programming - Vladimir Lifschitz; Fangkai Yang (Logics in Artificial Intelligence - 12th European Conference, JELIA 2010, Helsinki, Finland, September 13-15, 2010. Proceedings, 2010)

A Distance-Based Operator to Revising Ontologies in DL SHOQ - Fangkai Yang; Guilin Qi; Zhisheng Huang (Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 10th European Conference, ECSQARU 2009, Verona, Italy, July 1-3, 2009. Proceedings, 2009)

A Survey of Revision Approaches in Description Logics - Guilin Qi; Fangkai Yang (Proceedings of the 21st International Workshop on Description Logics (DL2008), Dresden, Germany, May 13-16, 2008, 2008)

Ontology Based Object Categorization for Robots - Benjamin Johnston; Fangkai Yang; Rogan Mendoza; Xiaoping Chen; Mary-Anne Williams (Practical Aspects of Knowledge Management, 7th International Conference, PAKM 2008, Yokohama, Japan, November 22-23, 2008. Proceedings, 2008)

A Survey of Revision Approaches in Description Logics - Guilin Qi; Fangkai Yang (Web Reasoning and Rule Systems, Second International Conference, RR 2008, Karlsruhe, Germany, October 31-November 1, 2008. Proceedings, 2008)

DL_clog: A Hybrid System Integrating Rules and Description Logics with Circumscription - Fangkai Yang; Xiaoping Chen (Proceedings of the 2007 International Workshop on Description Logics (DL2007), Brixen-Bressanone, near Bozen-Bolzano, Italy, 8-10 June, 2007, 2007)

Integrating Rules and Description Logics with Circumscription for the Semantic Web - Fangkai Yang; Xiaoping Chen (Advances in Rule Interchange and Applications, International Symposium, RuleML 2007, Orlando, Florida, USA, October 25-26, 2007, Proceedings, 2007)