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Fangkai Yang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

49

Venues

20

Active years

2009–2026

Best venue rank

A*

Where they publish

Papers

49 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLDUET: 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, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang
2026ACLRepoGenesis: 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
2026ACLLearning 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
2025ACLWarriorCoder: 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
2025ACLAXIS: 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
2025EMNLPThread: 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, Baobao Chang
2025EMNLPExeCoder: 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
2025EMNLPToken-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, Weiwei Deng, Dongmei Zhang, Feng Sun
2025EMNLPICL-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
2025EMNLPSkeleton-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, Saravan Rajmohan, Dongmei Zhang
2025EMNLPAdaptFlow: 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
2025ICLRSelf-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
2025KDDLettinGo: 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
2024ACLCall 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
2024CIKMCOIN: 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
2024ECAINissist: 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, Dongmei Zhang, Qi Zhang
2024EMNLPAutoRAG-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
2024EMNLPEfficientRAG: 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
2024NAACLSELF-GUARD: Empower the LLM to Safeguard Itself.Zezhong Wang, Fangkai Yang, Lu Wang, Pu Zhao, Hongru Wang, Liang Chen, Qingwei Lin, Kam-Fai Wong
2024WWWSOIL: 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
2023ASPLOSSnape: 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, igo Goiri, Eli Cortez, Terry Yang, Victor Rhle, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023EMNLPEmpower 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
2023IJCAIMeasuring Acoustics with Collaborative Multiple Agents.Yinfeng Yu, Changan Chen, Lele Cao, Fangkai Yang, Fuchun Sun
2023KDDContextual 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
2023WWWLearning 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
2022KDDNENYA: 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, Dongmei Zhang
2022WWWSpot 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, Iigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rhle, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2020ECAIGroup Behavior Recognition Using Attention- and Graph-Based Neural Networks.Fangkai Yang, Wenjie Yin, Tetsunari Inamura, Mrten Bjrkman, Christopher Peters
2020RO-MANImpact of Trajectory Generation Methods on Viewer Perception of Robot Approaching Group Behaviors.Fangkai Yang, Wenjie Yin, Mrten Bjrkman, Christopher Peters
2019AAAISDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning.Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson
2019AAAILogic-Based Sequential Decision-Making.Daoming Lyu, Fangkai Yang, Bo Liu, Daesub Yoon
2019HAICriticality-based Collision Avoidance Prioritization for Crowd Navigation.Himangshu Saikia, Fangkai Yang, Christopher Peters
2019HAIApp-LSTM: Data-driven Generation of Socially Acceptable Trajectories for Approaching Small Groups of Agents.Fangkai Yang, Christopher Peters
2019IROSTask-Motion Planning with Reinforcement Learning for Adaptable Mobile Service Robots.Yuqian Jiang, Fangkai Yang, Shiqi Zhang, Peter Stone
2019RO-MANLearning Socially Appropriate Robot Approaching Behavior Toward Groups using Deep Reinforcement Learning.Alex Yuan Gao, Fangkai Yang, Martin Frisk, Daniel Hemandez, Christopher Peters, Ginevra Castellano
2019RO-MANAppGAN: Generative Adversarial Networks for Generating Robot Approach Behaviors into Small Groups of People.Fangkai Yang, Christopher Peters
2018IJCAIPEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making.Fangkai Yang, Daoming Lyu, Bo Liu, Steven Gustafson
2018IVAEffects 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
2018IVAPedestrian simulation as multi-objective reinforcement learning.Naresh Balaji Ravichandran, Fangkai Yang, Christopher Peters, Anders Lansner, Pawel Andrzej Herman
2018IVAWho are my neighbors?: A perception model for selecting neighbors of pedestrians in crowds.Fangkai Yang, Himangshu Saikia, Christopher Peters
2018IVADo you see groups?: The impact of crowd density and viewpoint on the perception of groups.Fangkai Yang, Jack Shabo, Adam Qureshi, Christopher Peters
2017IVAA Virtual Poster Presenter Using Mixed Reality.Vanya Avramova, Fangkai Yang, Chengjie Li, Christopher Peters, Gabriel Skantze
2016IJCAIPlanning with Task-Oriented Knowledge Acquisition for a Service Robot.Kai Chen, Fangkai Yang, Xiaoping Chen
2015LPNMRMobile Robot Planning Using Action LanguageShiqi Zhang, Fangkai Yang, Piyush Khandelwal, Peter Stone
2014KRThe Semantics of Gringo and Infinitary Propositional Formulas.Amelia J. Harrison, Vladimir Lifschitz, Fangkai Yang
2013IJCAIAction Language BC: Preliminary Report.Joohyung Lee, Vladimir Lifschitz, Fangkai Yang
2012ICLPExtending C+ with Composite Actions for Robotic Task Planning.Xiaoping Chen, Guoqiang Jin, Fangkai Yang
2010JELIATranslating First-Order Causal Theories into Answer Set Programming.Vladimir Lifschitz, Fangkai Yang
2009ECSQARUA Distance-Based Operator to Revising Ontologies in DL SHOQ.Fangkai Yang, Guilin Qi, Zhisheng Huang