| 2026 | DASFAA | SkillPrice: Semantic Skill Hierarchical Reinforcement Learning for Interpretable E-commerce Dynamic Price Recommendation. | Jingjin Liu, Siqi Hong, Hankz Hankui Zhuo, Yanning Zhang, Chennan Ma, Xiuchong Wang, Junxiong Zhu |
| 2025 | IJCAI | TCCD: Tree-guided Continuous Causal Discovery via Collaborative MCTS-Parameter Optimization. | Jingjin Liu, Yingkai Xiao, Hankz Hankui Zhuo, Wushao Wen |
| 2025 | IJCAI | Transformer-based Reinforcement Learning for Net Ordering in Detailed Routing. | Zhanwen Zhou, Hankz Hankui Zhuo, Jinghua Zhou, Wushao Wen |
| 2024 | ECAI | Planning with Logical Graph-Based Language Model for Instruction Generation. | Fan Zhang, Kebing Jin, Hankz Hankui Zhuo |
| 2023 | AAAI | Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning. | Zifan Wu, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo |
| 2023 | ECAI | DPBERT: Efficient Inference for BERT Based on Dynamic Planning. | Weixin Wu, Hankz Hankui Zhuo |
| 2023 | IJCAI | Gradient-Based Mixed Planning with Symbolic and Numeric Action Parameters (Extended Abstract). | Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao, Hai Wan, Subbarao Kambhampati |
| 2022 | AAAI | Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning. | Mu Jin, Zhihao Ma, Kebing Jin, Hankz Hankui Zhuo, Chen Chen, Chao Yu |
| 2022 | WWW | Semantic IR fused Heterogeneous Graph Model in Tag-based Video Search. | Liming Gao, Dongliang Liao, Gongfu Li, Jin Xu, Hankz Hankui Zhuo |
| 2020 | AAAI | Plan2Dance: Planning Based Choreographing from Music. | Yuechang Liu, Dongbo Xie, Hankz Hankui Zhuo, Liqian Lai |
| 2020 | AAAI | Transfer Value Iteration Networks. | Junyi Shen, Hankz Hankui Zhuo, Jin Xu, Bin Zhong, Sinno Jialin Pan |
| 2020 | AAAI | Refining HTN Methods via Task Insertion with Preferences. | Zhanhao Xiao, Hai Wan, Hankz Hankui Zhuo, Andreas Herzig, Laurent Perrussel, Peilin Chen |
| 2019 | AAAI | Multi-Matching Network for Multiple Choice Reading Comprehension. | Min Tang, Jiaran Cai, Hankz Hankui Zhuo |
| 2018 | IJCAI | Extracting Action Sequences from Texts Based on Deep Reinforcement Learning. | Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati |
| 2018 | NAACL | Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation. | Mingmin Jin, Xin Luo, Huiling Zhu, Hankz Hankui Zhuo |
| 2018 | PAKDD | Adaptive Attention Network for Review Sentiment Classification. | Chuantao Zong, Wenfeng Feng, Vincent W. Zheng, Hankz Hankui Zhuo |
| 2017 | AAAI | Human-Aware Plan Recognition. | Hankz Hankui Zhuo |
| 2017 | ICRA | Plan explicability and predictability for robot task planning. | Yu Zhang, Sarath Sreedharan, Anagha Kulkarni, Tathagata Chakraborti, Hankz Hankui Zhuo, Subbarao Kambhampati |
| 2015 | AAAI | Crowdsourced Action-Model Acquisition for Planning. | Hankz Hankui Zhuo |
| 2015 | HCOMP | Acquiring Planning Knowledge via Crowdsourcing. | Jie Gao, Hankz Hankui Zhuo, Subbarao Kambhampati, Lei Li |
| 2013 | AAAI | Model-Lite Case-Based Planning. | Hankz Hankui Zhuo, Tuan Anh Nguyen, Subbarao Kambhampati |
| 2013 | ADMA | Ensemble of Unsupervised and Supervised Models with Different Label Spaces. | Yueyun Jin, Weilin Zeng, Hankz Hankui Zhuo, Lei Li |
| 2013 | HCOMP | Herding the Crowd: Automated Planning for Crowdsourced Planning. | Kartik Talamadupula, Subbarao Kambhampati, Yuheng Hu, Tuan Anh Nguyen, Hankz Hankui Zhuo |
| 2013 | IJCAI | Action-Model Acquisition from Noisy Plan Traces. | Hankz Hankui Zhuo, Subbarao Kambhampati |
| 2013 | IJCAI | Refining Incomplete Planning Domain Models Through Plan Traces. | Hankz Hankui Zhuo, Tuan Anh Nguyen, Subbarao Kambhampati |
| 2011 | IJCAI | Multi-Agent Plan Recognition with Partial Team Traces and Plan Libraries. | Hankz Hankui Zhuo, Lei Li |
| 2011 | SEKE | Learning action models with indeterminate effects. | Jie Gao, Hankz Hankui Zhuo, Daojun Han, Lei Li |
| 2009 | IJCAI | Learning HTN Method Preconditions and Action Models from Partial Observations. | Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Muoz-Avila |