Hankz Hankui Zhuo

91 papers A* 22A 4B 1C 1Journal 53Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LLM-assisted Semantic Option Discovery for Facilitating Adaptive Deep Reinforcement Learning. CoRR Chang Yao, Jinghui Qin, Kebing Jin, Hankz Hankui Zhuo
2025	J	`jnl`	Hierarchical task network-enhanced multi-agent reinforcement learning: Toward efficient cooperative strategies. Neural Networks Xuechen Mu, Hankz Hankui Zhuo, Chen Chen, Kai Zhang, Chao Yu, Jianye Hao
2025	J	`jnl`	Inspire or Predict? Exploring New Paradigms in Assisting Classical Planners with Large Language Models. CoRR Wenkai Yu, Jianhang Tang, Yang Zhang, Shanjiang Tang, Kebing Jin, Hankz Hankui Zhuo
2025	J	`jnl`	Integrating AI Planning with Natural Language Processing: A Combination of Explicit and Tacit Knowledge. ACM Trans. Intell. Syst. Technol. Kebing Jin, Hankz Hankui Zhuo
2025	J	`jnl`	Parameterized Algorithms for Spanning Tree Isomorphism by Redundant Set Size. CoRR Fangjian Shen, Yicheng Zheng, Wushao Wen, Hankz Hankui Zhuo
2025	A*	`conf`	TCCD: Tree-guided Continuous Causal Discovery via Collaborative MCTS-Parameter Optimization. IJCAI Jingjin Liu, Yingkai Xiao, Hankz Hankui Zhuo, Wushao Wen
2025	A*	`conf`	Transformer-based Reinforcement Learning for Net Ordering in Detailed Routing. IJCAI Zhanwen Zhou, Hankz Hankui Zhuo, Jinghua Zhou, Wushao Wen
2024	—	`conf`	Large-Scale Electroplating Scheduling: A Hierarchical Temporal Planning Approach. ICIC (LNAI 5) Yingkai Xiao, Kebing Jin, Renyong Ma, Hankz Hankui Zhuo
2024	J	`jnl`	On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs. CoRR Hankz Hankui Zhuo, Xin Chen, Rong Pan
2024	A	`conf`	Planning with Logical Graph-Based Language Model for Instruction Generation. ECAI Fan Zhang, Kebing Jin, Hankz Hankui Zhuo
2023	J	`jnl`	BalMCTS: Balancing Objective Function and Search Nodes in MCTS for Constraint Optimization Problems. CoRR Yingkai Xiao, Jingjin Liu, Hankz Hankui Zhuo
2023	—	`conf`	Clustering based Probabilistic I/O Scheduling for Burst-Buffers Equipped HPC. PAAP Benbo Zha, Hong Shen, Hankz Hankui Zhuo, Zhijian Luo
2023	A	`conf`	DPBERT: Efficient Inference for BERT Based on Dynamic Planning. ECAI Weixin Wu, Hankz Hankui Zhuo
2023	J	`jnl`	DPBERT: Efficient Inference for BERT based on Dynamic Planning. CoRR Weixin Wu, Hankz Hankui Zhuo
2023	A*	`conf`	Gradient-Based Mixed Planning with Symbolic and Numeric Action Parameters (Extended Abstract). IJCAI Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao, Hai Wan, Subbarao Kambhampati
2023	J	`jnl`	Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning. CoRR Xuechen Mu, Hankz Hankui Zhuo, Chen Chen, Kai Zhang, Chao Yu, Jianye Hao
2023	A*	`conf`	Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning. AAAI Zifan Wu, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo
2023	J	`jnl`	Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning. CoRR Zifan Wu, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo
2023	J	`jnl`	Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning. CoRR Zifan Wu, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo
2023	J	`jnl`	Planning with Logical Graph-based Language Model for Instruction Generation. CoRR Fan Zhang, Kebing Jin, Hankz Hankui Zhuo
2023	J	`jnl`	Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey. CoRR Chao Yu, Xuejing Zheng, Hankz Hankui Zhuo, Hai Wan, Weilin Luo
2023	J	`jnl`	Sequential Condition Evolved Interaction Knowledge Graph for Traditional Chinese Medicine Recommendation. CoRR Jingjin Liu, Hankz Hankui Zhuo, Kebing Jin, Jiamin Yuan, Zhimin Yang, Zhengan Yao
2023	J	`jnl`	XRoute Environment: A Novel Reinforcement Learning Environment for Routing. CoRR Zhanwen Zhou, Hankz Hankui Zhuo, Xiaowu Zhang, Qiyuan Deng
2022	J	`jnl`	A Hierarchical Temporal Planning-Based Approach for Dynamic Hoist Scheduling Problems. CoRR Kebing Jin, Yingkai Xiao, Hankz Hankui Zhuo, Renyong Ma
2022	A*	`conf`	Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning. AAAI Mu Jin, Zhihao Ma, Kebing Jin, Hankz Hankui Zhuo, Chen Chen, Chao Yu
2022	J	`jnl`	Gradient-based mixed planning with symbolic and numeric action parameters. Artif. Intell. Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao, Hai Wan, Subbarao Kambhampati
2022	J	`jnl`	Integrating AI Planning with Natural Language Processing: A Combination of Explicit and Tacit Knowledge. CoRR Kebing Jin, Hankz Hankui Zhuo
2022	J	`jnl`	Introduction to The Dynamic Pickup and Delivery Problem Benchmark - ICAPS 2021 Competition. CoRR Jianye Hao, Jiawen Lu, Xijun Li, Xialiang Tong, Xiang Xiang, Mingxuan Yuan, Hankz Hankui Zhuo
2022	J	`jnl`	Learning Visual Planning Models from Partially Observed Images. CoRR Kebing Jin, Zhanhao Xiao, Hankz Hankui Zhuo, Hai Wan, Jiaran Cai
2022	A*	`conf`	Plan To Predict: Learning an Uncertainty-Foreseeing Model For Model-Based Reinforcement Learning. NeurIPS Zifan Wu, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo
2022	—	`conf`	Semantic IR fused Heterogeneous Graph Model in Tag-based Video Search. WWW (Companion Volume) Liming Gao, Dongliang Liao, Gongfu Li, Jin Xu, Hankz Hankui Zhuo
2022	—	`conf`	Temporal Planning-Based Choreography from Music. ChineseCSCW (2) Yuechang Liu, Dongbo Xie, Hankz Hankui Zhuo, Liqian Lai, Zhimin Li
2022	J	`jnl`	Text-Based Action-Model Acquisition for Planning. CoRR Kebing Jin, Huaixun Chen, Hankz Hankui Zhuo
2021	J	`jnl`	Action Generative Networks Planning for Deformable Object with Raw Observations. Sensors Ziqi Sheng, Kebing Jin, Zhihao Ma, Hankz Hankui Zhuo
2021	A*	`conf`	Coordinated Proximal Policy Optimization. NeurIPS Zifan Wu, Chao Yu, Deheng Ye, Junge Zhang, Haiyin Piao, Hankz Hankui Zhuo
2021	J	`jnl`	Coordinated Proximal Policy Optimization. CoRR Zifan Wu, Chao Yu, Deheng Ye, Junge Zhang, Haiyin Piao, Hankz Hankui Zhuo
2021	J	`jnl`	Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning. CoRR Mu Jin, Zhihao Ma, Kebing Jin, Hankz Hankui Zhuo, Chen Chen, Chao Yu
2021	J	`jnl`	Gradient-Based Mixed Planning with Discrete and Continuous Actions. CoRR Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao, Hai Wan, Subbarao Kambhampati
2021	J	`jnl`	Learning Symbolic Rules for Interpretable Deep Reinforcement Learning. CoRR Zhihao Ma, Yuzheng Zhuang, Paul Weng, Hankz Hankui Zhuo, Dong Li, Wulong Liu, Jianye Hao
2021	J	`jnl`	Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines. CoRR Xuejing Zheng, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo
2021	A*	`ed.`	Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, ICAPS 2021, Guangzhou, China (virtual), August 2-13, 2021 ICAPS Susanne Biundo, Minh Do, Robert Goldman, Michael Katz, Qiang Yang, Hankz Hankui Zhuo
2021	J	`jnl`	Retrosynthetic Planning with Experience-Guided Monte Carlo Tree Search. CoRR Siqi Hong, Hankz Hankui Zhuo, Kebing Jin, Zhanwen Zhou
2020	J	`jnl`	Discovering Underlying Plans Based on Shallow Models. ACM Trans. Intell. Syst. Technol. Hankz Hankui Zhuo, Yantian Zha, Subbarao Kambhampati, Xin Tian
2020	J	`jnl`	Dual Graph Representation Learning. CoRR Huiling Zhu, Xin Luo, Hankz Hankui Zhuo
2020	A*	`conf`	Plan2Dance: Planning Based Choreographing from Music. AAAI Yuechang Liu, Dongbo Xie, Hankz Hankui Zhuo, Liqian Lai
2020	A*	`conf`	Refining HTN Methods via Task Insertion with Preferences. AAAI Zhanhao Xiao, Hai Wan, Hankz Hankui Zhuo, Andreas Herzig, Laurent Perrussel, Peilin Chen
2020	A*	`conf`	Transfer Value Iteration Networks. AAAI Junyi Shen, Hankz Hankui Zhuo, Jin Xu, Bin Zhong, Sinno Jialin Pan
2019	J	`jnl`	Federated Hierarchical Hybrid Networks for Clickbait Detection. CoRR Feng Liao, Hankz Hankui Zhuo, Xiaoling Huang, Yu Zhang
2019	J	`jnl`	Federated Reinforcement Learning. CoRR Hankz Hankui Zhuo, Wenfeng Feng, Qian Xu, Qiang Yang, Yufeng Lin
2019	J	`jnl`	Learning Action Models from Disordered and Noisy Plan Traces. CoRR Hankz Hankui Zhuo, Jing Peng, Subbarao Kambhampati
2019	A*	`conf`	Multi-Matching Network for Multiple Choice Reading Comprehension. AAAI Min Tang, Jiaran Cai, Hankz Hankui Zhuo
2019	J	`jnl`	Recognizing Multi-Agent Plans When Action Models and Team Plans Are Both Incomplete. ACM Trans. Intell. Syst. Technol. Hankz Hankui Zhuo
2019	J	`jnl`	Refining HTN Methods via Task Insertion with Preferences. CoRR Zhanhao Xiao, Hai Wan, Hankz Hankui Zhuo, Andreas Herzig, Laurent Perrussel, Peilin Chen
2019	J	`jnl`	Repositioning Bikes with Carrier Vehicles and Bike Trailers in Bike Sharing Systems. CoRR Xinghua Zheng, Ming Tang, Hankz Hankui Zhuo, Kevin X. Wen
2019	J	`jnl`	Representation Learning for Classical Planning from Partially Observed Traces. CoRR Zhanhao Xiao, Hai Wan, Hankz Hankui Zhuo, Jinxia Lin, Yanan Liu
2019	J	`jnl`	Transfer Value Iteration Networks. CoRR Junyi Shen, Hankz Hankui Zhuo, Jin Xu, Bin Zhong, Sinno Jialin Pan
2018	—	`conf`	Adaptive Attention Network for Review Sentiment Classification. PAKDD (1) Chuantao Zong, Wenfeng Feng, Vincent W. Zheng, Hankz Hankui Zhuo
2018	J	`jnl`	An Integrated Development Environment for Planning Domain Modeling. CoRR Yuncong Li, Hankz Hankui Zhuo
2018	—	`conf`	Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation. NAACL-HLT Mingmin Jin, Xin Luo, Huiling Zhu, Hankz Hankui Zhuo
2018	J	`jnl`	Discovering Underlying Plans Based on Shallow Models. CoRR Hankz Hankui Zhuo, Yantian Zha, Subbarao Kambhampati
2018	A*	`conf`	Extracting Action Sequences from Texts Based on Deep Reinforcement Learning. IJCAI Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati
2018	J	`jnl`	Extracting Action Sequences from Texts Based on Deep Reinforcement Learning. CoRR Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati
2018	—	`conf`	LTSG: Latent Topical Skip-Gram for Mutually Improving Topic Model and Vector Representations. PRCV (3) Jarvan Law, Hankz Hankui Zhuo, Junhua He, Erhu Rong
2017	J	`jnl`	Distributed-Representation Based Hybrid Recommender System with Short Item Descriptions. CoRR Junhua He, Hankz Hankui Zhuo, Jarvan Law
2017	A*	`conf`	Human-Aware Plan Recognition. AAAI Hankz Hankui Zhuo
2017	J	`jnl`	LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vector Representations. CoRR Jarvan Law, Hankz Hankui Zhuo, Junhua He, Erhu Rong
2017	J	`jnl`	Model-lite planning: Case-based vs. model-based approaches. Artif. Intell. Hankz Hankui Zhuo, Subbarao Kambhampati
2017	J	`jnl`	Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation. CoRR Han Tian, Hankz Hankui Zhuo
2017	A*	`conf`	Plan explicability and predictability for robot task planning. ICRA Yu Zhang, Sarath Sreedharan, Anagha Kulkarni, Tathagata Chakraborti, Hankz Hankui Zhuo, Subbarao Kambhampati
2016	J	`jnl`	Abnormal Activity Detection Using Pyroelectric Infrared Sensors. Sensors Xiaomu Luo, Huoyuan Tan, Qiuju Guan, Tong Liu, Hankz Hankui Zhuo, Baihua Shen
2016	A	`conf`	Discovering Underlying Plans Based on Distributed Representations of Actions. AAMAS Xin Tian, Hankz Hankui Zhuo, Subbarao Kambhampati
2015	B	`conf`	Acquiring Planning Knowledge via Crowdsourcing. HCOMP Jie Gao, Hankz Hankui Zhuo, Subbarao Kambhampati, Lei Li
2015	A*	`conf`	Crowdsourced Action-Model Acquisition for Planning. AAAI Hankz Hankui Zhuo
2015	J	`jnl`	Discovering Underlying Plans Based on Distributed Representations of Actions. CoRR Xin Tian, Hankz Hankui Zhuo, Subbarao Kambhampati
2015	J	`jnl`	Plan Explainability and Predictability for Cobots. CoRR Yu Zhang, Hankz Hankui Zhuo, Subbarao Kambhampati
2014	J	`jnl`	Action-model acquisition for planning via transfer learning. Artif. Intell. Hankz Hankui Zhuo, Qiang Yang
2014	J	`jnl`	Learning hierarchical task network domains from partially observed plan traces. Artif. Intell. Hankz Hankui Zhuo, Héctor Muñoz-Avila, Qiang Yang
2013	A*	`conf`	Action-Model Acquisition from Noisy Plan Traces. IJCAI Hankz Hankui Zhuo, Subbarao Kambhampati
2013	—	`conf`	Ensemble of Unsupervised and Supervised Models with Different Label Spaces. ADMA (2) Yueyun Jin, Weilin Zeng, Hankz Hankui Zhuo, Lei Li
2013	—	`conf`	Herding the Crowd: Automated Planning for Crowdsourced Planning. HCOMP (Works in Progress / Demos) Kartik Talamadupula, Subbarao Kambhampati, Yuheng Hu, Tuan Anh Nguyen, Hankz Hankui Zhuo
2013	A*	`conf`	Model-Lite Case-Based Planning. AAAI Hankz Hankui Zhuo, Tuan Anh Nguyen, Subbarao Kambhampati
2013	A*	`conf`	Refining Incomplete Planning Domain Models Through Plan Traces. IJCAI Hankz Hankui Zhuo, Tuan Anh Nguyen, Subbarao Kambhampati
2012	—	`conf`	Action-Model Based Multi-agent Plan Recognition. NIPS Hankz Hankui Zhuo, Qiang Yang, Subbarao Kambhampati
2012	J	`jnl`	Model-Lite Case-Based Planning CoRR Hankz Hankui Zhuo, Subbarao Kambhampati, Tuan Anh Nguyen
2011	A*	`conf`	Cross-Domain Action-Model Acquisition for Planning via Web Search. ICAPS Hankz Hankui Zhuo, Qiang Yang, Rong Pan, Lei Li
2011	A	`conf`	Learning action models for multi-agent planning. AAMAS Hankz Hankui Zhuo, Hector Muñoz-Avila, Qiang Yang
2011	C	`conf`	Learning action models with indeterminate effects. SEKE Jie Gao, Hankz Hankui Zhuo, Daojun Han, Lei Li
2011	A*	`conf`	Multi-Agent Plan Recognition with Partial Team Traces and Plan Libraries. IJCAI Hankz Hankui Zhuo, Lei Li
2011	J	`jnl`	Transfer Learning by Reusing Structured Knowledge. AI Mag. Qiang Yang, Vincent Wenchen Zheng, Bin Li, Hankz Hankui Zhuo
2010	J	`jnl`	Learning complex action models with quantifiers and logical implications. Artif. Intell. Hankz Hankui Zhuo, Qiang Yang, Derek Hao Hu, Lei Li
2009	A*	`conf`	Learning HTN Method Preconditions and Action Models from Partial Observations. IJCAI Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Muñoz-Avila