卓汉逵

所属研究所、院系: 
先进网络与计算系统研究所
职称: 
副教授
办公电话: 
39943563
E-mail: 
zhuohank@mail.sysu.edu.cn
教师简介: 

The failures and reverses which await men – and one after another sadden the brow of youth – add a dignity to the prospect of human life, which no Arcadian success would do.’’ -- Henry David Thoreau

研究领域: 

人工智能、智能规划、机器学习/数据挖掘

教育背景: 

2004.9-2009.6,中山大学信息科学与技术学院计算机系/香港科技大学计算机科学与工程系,博士
2000.9-2004.6,中山大学信息科学与技术学院计算机系,本科

工作经历: 

2014.1至今, 中山大学超级计算学院,副教授
2009.9-2013.12,中山大学信息科学与技术学院计算机系,讲师
2013.5-2014.5,香港诺亚方舟实验室/香港科技大学,访问学者

海外经历: 

2012.2-2013.2,美国亚利桑那州立大学,博士后
2007.10-2009.12,香港科技大学计算机科学与工程系,研究助理/博士后

科研项目: 

1. 基于Markov逻辑网络的HTN模型获取算法,国家自然科学基金青年基金,27万元。项目负责人。时间:2014/01-2016/12
2. 国产云数据库管理系统EBASE IV的研究与应用,广州市科技计划项目,30万元。项目负责人。时间:2011/10-2014/09
3. 惠州市社保基金电子监察平台设计与开发,企事业单位委托科技项目,290.6 万元。项目负责人。时间:2010/12-2016/12
4. 基于大数据的推荐系统研究与实现,企事业单位委托科技项目,35万元。项目负责人。时间:2013/08-2014/08
5. 接入芯片配套工具开发项目,企事业单位委托科技项目,36.86万元。项目负责人。时间:2011/12-2013/12
6. 从规划迹中获取概率领域模型的策略研究,博士点基金新教师基金,4万元。项目负责人。时间:2012/01-2014/12
7. 从规划迹中获取分层任务网络模型的策略研究,博士后基金,3万元。项目负责人。时间:2010/12-2012/12
8. 智能规划中不确定性动作模型的自动获取研究,广东省自然科学基金博士启动项目,3万元。项目负责人。时间:2011/10-2013/10

教授课程: 

人工智能 (本科)
机器学习 (本科)
数据库 (本科)

代表性论著: 

期刊论文
1. Hankz Hankui Zhuo, Qiang Yang, Derek Hao Hu and Lei Li. Learning Complex Action Models with Quantifiers and Logical Implications. Artificial Intelligence Journal (AIJ), 174(18), 1540-1569, 2010.
2. Qiang Yang, Vincent W. Zheng, Bin Li and Hankz Hankui Zhuo. Transfer Learning by Reusing Structured Knowledge. AI Magazine 32(2), 95-106, 2011.
3. Daojun Han, Hankz Hankui Zhuo, Lanting Xia, Lei Li. Permission and Role Automatic Assigning of User in RBAC. Journal of Central South University of Technology. Vol.19, No.4, 2012.
4. Hankz Hankui Zhuo, Hector Muñoz-Avila and Qiang Yang. Learning Hierarchical Task Network Domains from Partially Observed Plan Traces. Artificial Intelligence Journal (AIJ), to appear.
5. Hankz Hankui Zhuo, Qiang Yang. Action-Model Acquisition for Planning via Transfer Learning. Artificial Intelligence Journal (AIJ), to appear。

会议论文
1. Hankz Hankui Zhuo and Subbarao Kambhampati. Action-Model Acquisition from Noisy Plan Traces. International Joint Conference on Artificial Intelligence (IJCAI-13), 2444-2450, 2013.
2. Hankz Hankui Zhuo, Tuan Nguyen and Subbarao Kambhampati. Refining Incomplete Planning Domain Models Through Plan Traces. International Joint Conference on Artificial Intelligence (IJCAI-13), 2451-2457, 2013.
3. Hankz Hankui Zhuo, Subbarao Kambhampati and Tuan Nguyen. Model-Lite Case-Based Planning. Association for the Advancement of Artificial Intelligence (AAAI-13). 1077-1083, 2013.
4. Kartik Talamadupula, Subbarao Kambhampati, Yuheng Hu, Tuan Nguyen, Hankz Hankui Zhuo. Herding the Crowd: Automated Planning for Crowdsourced Planning. In the First International Conference on Human Computation (HCOMP-13), AAAI Press, 2013.
5. Hankz Hankui Zhuo, Qiang Yang and Subbarao Kambhampati. Action-Model based Multi-agent Plan Recognition. Neural Information Processing Systems (NIPS-12). 377-385, 2012.
6. Jie Gao, Hankz Hankui Zhuo, Daojun Han, Lei Li. Learning Action Models with Indeterminate Effects. International Conference on Software Engineering and Knowledge Engineering (SEKE-11), Jul 7-9, 2011.
7. Hankz Hankui Zhuo, and Lei Li. Multi-agent Plan Recognition with Partial Team Traces and Plan Libraries. International Joint Conference on Artificial Intelligence (IJCAI-11), 484-489, 2011.
8. Hankz Hankui Zhuo, Qiang Yang, Rong Pan and Lei Li. Cross-Domain Action-Model Acquisition for Planning via Web Search. International Conference on Automated Planning and Scheduling (ICAPS-11), 298-305, 2011.
9. Hankz Hankui Zhuo, Hector Muñoz-Avila and Qiang Yang. Learning Action Models for Multi-Agent Planning. International Conference on Autonomous Agents and Multiagent Systems (AAMAS-11), 217-224, 2011.
10. Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Muñoz-Avila. Learning HTN Method Preconditions and Action Models from Partial Observations. International Joint Conference on Artificial Intelligence (IJCAI-09), 1804-1810, 2009.
11. Hankz Hankui Zhuo, Qiang Yang, Lei Li. Constraint-Based Case-Based Planning Using Weighted MAX-SAT. International Conference on Case-Based Reasoning (ICCBR-09), 374-388, 2009.
12. Hankz Hankui Zhuo, Qiang Yang, Lei Li. Transfer Learning Action Models by Measuring the Similarity of Different Domains. Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-09), 697-704, 2009.
13. Hankz Hankui Zhuo, Derek Hao Hu, Qiang Yang, Hector Muñoz-Avila, Chad Hogg. Learning Applicability Conditions in AI Planning from Partial Observations. Learning Structural Knowledge from Observations (IJCAI workshop), 2009.
14. Hankz Hankui Zhuo, Qiang Yang, Derek Hao Hu, Lei Li. Transferring Knowledge from Another Domain for Learning Action Models. Pacific Rim International Conference on Artificial Intelligence (PRICAI-08), 1110-1115, 2008.
15. Hankz Hankui Zhuo, Lei Li, Qiang Yang, Rui Bian. Learning Action Models with Quantified Conditional Effects for Software Requirement Specification. International Conference on Intelligent Computing (ICIC-08), 874-881, 2008.
16. Hankz Hankui Zhuo, Lei Li, Rui Bian, Hai Wan. Requirement Specification Based on Action Model Learning. International Conference on Intelligent Computing (ICIC-07), 565-574, 2007.
著作:
1. Hankz Hankui Zhuo*. Multiagent Plan Recognition from Partially Observed Team Traces. Book: Plan, Activity, and Intent Recognition Chapter: 9. Elsevier Press. March 2014.