Research Interests

• Statistical Machine Translation
• Natural Language Processing and Computational Linguistics
• Information Extraction and Internet Intelligence
• Intelligent Computing
• Machine Learning for NLP
• Social Network Computing and Data Mining

Research Projects

• NSF Project (Fund for Distinguished Young Scholar), 61525205, “Natural Language Structure Analysis and Machine Translation”, 2016/01-2020/12, 4M (RMB), PI
• NSF Project (Key Program), 61432013, “Multi-level Discourse Semantics-Oriented Machine Translation: Theory, Methodology and Implementation”, 2015/01-2019/12, 3.5M (RMB), PI
• NSF Project (Key Program), 61333018, “Chinese Multi-level Discourse: Theory, Methodology and Application”, 2014/01-2018/12, 3M (RMB), Co-PI
• NSF Project (General Program), 61373095, “Syntax and Discourse Structure-based Statistical Machine Translation”, 2014/01-2017/12, 0.79M (RMB), PI
• National Key Research and Development Program of China, 2017YFB1002104, “Big Data-Driven Natural Language Understanding, Question-Answering and Translation: Big Data-Driven Intelligent Q&A technology for Open Domain”, 8.78M (RMB), PI
• Seed Fund (Soochow University), “Research on Human Language Technology”, 2013/10-present, 6M (RMB), PI
• Several Industry Projects, “NLP, KG, QA and Dialogue”, 2016/10-, 21M (RMB), PI

Award and Talent Program

• 2017
• The ShuangChuang Program of Jiangsu Province (Team): “The High-level Talent Program for Innovation and Entrepreneur” of Jiangsu Province (for Innovation, 2017)
• 2015
• China NSF Fund for Distinguished Young Scholar
• 2013
• The ShuangChuang Program of Jiangsu Province (Individual): “The High-level Talent Program for Innovation and Entrepreneur” of Jiangsu Province (for Innovation, 2013)
• The 10th Edition of “The Talent Program of Six Disciplines” of Jiangsu Province
• The High-level Talent Program of Soochow, Suzhou
• 2010
• The 2nd and 3rd place in the 7th Spoken Language Translation Evaluation international benchmarking (English-Chinese Track and Chinese-English Track) organized by the 2010 international workshop of spoken language translation (IWSLT 2010)
• 2009
• The 3rd place in the 6th Spoken Language Translation Evaluation international benchmarking (Chinese-English Track) organized by the 2009 international workshop of spoken language translation (IWSLT 2009)
• 2008
• Research Achiever of the Year 2008 (Institute for Infocomm Research, A-STAR)(Statistical Machine Translation Research) (2008)
• The 3rdplace in the 5thSpoken Language Translation Evaluation international benchmarking (Chinese-English Track) organized by the 2008 international workshop of spoken language translation (IWSLT 2008)
• 2007
• The 1st place in the 4th Spoken Language Translation Evaluation international benchmarking (Chinese-English Track) organized by the 2007 international workshop of spoken language translation (IWSLT 2007)
• 2002
• The National Infocomm Awards 2001/02 in Singapore (Group Award)
• 1997
• The 2nd Prize of Scientific and Technological Progress (Machine Translation) by the ministry of National Aerospace of China
• 1995
• The 2nd Prize of Scientific and Technological Progress (Machine Translation) by the ministry of National Aerospace of China

Publications

Published 150+ papers in leading journals and conferences (with 436 SCI Citations), two Springer English monograph, and edited 16 books/proceedings published by Springer and IEEE CPS. According to the statistics done by ACL Anthology Network（http://clair.eecs.umich.edu/aan/index.php, 12 May 2017）, the H-Index, Citation and number of papers of my publications are ranked on the top of first 0.5% (0.32%, 0.49% and 0.14% respectively) among all the 18863 researchers included in the database of ACL Anthology.

Monograph

1. Wenliang CHEN and Min ZHANG. 《Semi-Supervised Dependency Parsing》. Springer-Verlag, 150K words, 2015
2. Deyi XIONG and Min ZHANG. 《Linguistically Motivated Statistical Machine Translation: Models and Algorithms》. Springer-Verlag, 150K words, 2015
3. Yang LIU and Min ZHANG. Statistical Machine Translation. In the Routledge Encyclopedia of Translation Technology (Edited by Chan Sin Wai), Chapter 11. Routledge Publisher, 2015

Books/Proceedings（Editor,2013-）

1. Min ZHANG, Vincent NG, Dongyan ZHAO, Sujian LI, Hongying ZAN. Natural Language Processing and Chinese Computing. Proceedings of the 7th CCF International Conference on Natural Language Processing and Chinese Computing. LNAI 11108. Springer Nature Switzerland AG, 2018
2. Wenliang CHEN, Bin MA, Min ZHANG, Yanfeng LU and Minghui DONG. Recent Advance in Asian Language Processing. Proceedings of the 19th International Conference on Asian Language Processing. Published by IEEE Computer Society and Conference Publication Services (IEEE CPS), 2015
3. Maosong SUN, Zhiyuan LIU, Min ZHANG and Yang LIU. Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. Proceedings of the 14th China National Conference on Computational Linguistics and the 1st International Symposium on NLP Based on Naturally Annotated Big Data. LNAI 9427. Springer-Verlag Berlin Heidelberg, 2015
4. Rafael R. BANCHS, F. Silvestri, Tieyan LIU, Min ZHANG, Sheng GAO and Jun LANG. Information Retrieval Technology. Proceedings of the 9th Asia Information Retrieval Societies Conference. LNCS 8281. Springer-Verlag Berlin Heidelberg, 2013
5. Maosong SUN, Min ZHANG, Dekang Lin and Haifeng WANG. Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. Proceedings of the 12nd China National Conference on Computational Linguistics and the 1st International Symposium on NLP Based on Naturally Annotated Big Data. LNAI 8202. Springer-Verlag Berlin Heidelberg, 2013
6. Guohong FU, Haoliang QI, Minghui DONG, Min ZHANG and Yusufu AIBAIDUL. Asian Language Processing. Proceedings of the 17th International Conference on Asian Language Processing. IEEE Computer Society and Conference Publication Services (IEEE CPS), 2013

Journal Papers (SCI Indexed, 2007-)

2018

1. Xing WANG, Zhaopeng TU and Min ZHANG. Incorporating Statistical Machine Translation Word Knowledge into Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2018 (Accepted)
2. Qiang LI, Derek WONG, Lidia CHAO, Muhua ZHU, Tong XIAO, Jingbo ZHU and Min ZHANG. Linguistic Knowledge-Aware Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 26(12):2341-2354, 2018
3. Zhao ZHANG, Weiming JIANG, Jie QIN, Li ZHANG, Fanzhang LI, Min ZHANG and Shuichen YAN. Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. IEEE Transactions on Neural Networks and Learning Systems, 29(8):3798-814, Aug. 2018
4. Yanxia QIN, Yue ZHANG, Min ZHANG, Dequan ZHENG. Frame-Based Representation for Event Detection on Twitter. IEICE TRANSACTIONS on Information and Systems, Volume E101.D Issue 4: 1180-1188, April 2018
5. Bingquan LIU, Zhen XU, Chengjie SUN, Baoxun WANG, Xiaolong WANG, Derek F. WONG, and Min ZHANG. Content-Oriented User Modeling for Personalized Response Ranking in Chatbots. IEEE/ACM Transactions on Audio, Speech and Language Processing, 26(1):122-133, 2018

2017

1. Zhi-Xu LI, Qiang YANG, An LIU, Guan-Feng LIU, Jia ZHU, Jia-Jie XU, Kai ZHENG, Min ZHANG. Crowd-guided Entity Matching with Consolidated Textual Data. Journal of Computor Science and Technology, 32(5): 858–876, Sept. 2017
2. An LIU, Zhi-Xu LI, Guan Feng LIU, Kai ZHENG, Min ZHANG, Qing LI and Xiangliang ZHANG. Privacy-Preserving Task Assignment in Spatial Crowdsourcing. Journal of Computer Science and Technology, 32(5):905-918, Sept. 2017
3. Biao ZHANG, Deyi XIONG, Jinsong SU, Min ZHANG. Learning Better Discourse Representation for Implicit Discourse Relation Recognition via Attention Networks. Neurocomputing, Vol.275:1241-1249, 2017
4. Zhao ZHANG, Lei JIA, Min ZHANG, Bing LI, Li ZHANG, Fanzhang LI. Discriminative Clustering over Manifold Features for Adaptive Transductive Classification. Neural Networks, Vol.94:260-273, Oct 2017
5. Zhenghua LI, Jiayuan CHAO, Min ZHANG, Wenliang CHEN, Meishan ZHANG and Guohong FU. Coupled POS Tagging on Heterogeneous Annotations. IEEE/ACM Transactions on Audio, Speech and Language Processing, 25(3):557-571, 2017

2016

1. Wenliang CHEN, Muhua ZHU, Min ZHANG, Yue ZHANG, Jingbo ZHU. 2016. Improving Shift-Reduce Phrase-Structure Parsing. Computational Intelligence, Feb 2016
2. Wenliang CHEN, Min ZHANG, Yue ZHANG, Xiangyu DUAN. Exploiting Meta Features for Dependency Parsing and Part-of-speech Tagging. Artificial Intelligence Journal, 230(2016):173-191, January 2016

2015

1. Deyi XIONG, Min ZHANG, Xing WANG. Topic-Based Coherence Modeling for Statistical Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 23(3):483-493, 2015 (SCI IF=2.625)
2. Wenliang CHEN, Min ZHANG, Yue ZHANG. Distributed Feature Representations for Dependency Parsing. IEEE/ACM Transactions on Audio, Speech and Language Processing, 23(3):451-460, 2015 (SCI IF=2.625)
3. Guoyu TANG, Yunqing XIA, Jun SUN, Min ZHANG, Thomas Fang ZHENG. Statistical Word Sense Topic Models. Soft Computing, 19(1):13-27, 2015 (SCI IF=1.304)
4. Deyi XIONG and Min ZHANG. Backward and trigger-based Language Models for Statistical Machine Translation. Natural Language Engineering, 21(2):201-226, 2015 (SCI IF=0.463)

2014

1. Min ZHANG, Xinyan XIAO, Deyi XIONG and Qun LIU. Topic-Based Dissimilarity and Sensitivity Models for Translation Rule Selection. Journal of Artificial Intelligence Research, 50(2014):1-30, 2014
2. Min ZHANG, Xiangyu Duan and Wenliang CHEN. Bayesian Constituent Context Model for Grammar Induction. IEEE/ACM Transactions on Audio, Speech and Language Processing, 22(2):531-541, 2014
3. Zhenghua LI, Min ZHANG, Wanxiang CHE, Ting LIU, Wenliang CHEN. Joint Optimization for Chinese POS Tagging and Dependency Parsing. IEEE/ACM Transactions on Audio, Speech and Language Processing, 22(1):274-286, 2014

2013

1. Min ZHANG, Wenliang CHEN, Xiangyu DUAN and Rong ZHANG. Improving Graph-based Dependency Parsing Models with Dependency Language Models. 21(5):2313-2323. IEEE Transactions on Audio, Speech and Language Processing (2013)

2012

1. Wenliang CHEN, Junichi KAZAMAZ, Min ZHANG, Yoshimasa TSURUOKA, Yujie ZHANG, Yiou WANG, Kentaro TORISAWA and Haizhou LI. Bitext Dependency Parsing with Auto-generated Bilingual Treebanks. IEEE Transactions on Audio, Speech and Language Processing (IEEE TASLP). 20 (5). (2012.07)

2011

1. Deyi XIONG, Min ZHANG and Haizhou LI. A Maximum Entropy Segmentation Model for Statistical Machine Translation. IEEE Transactions on Audio, Speech and Language Processing. 19 (8). (2011.11)

2010

1. Deyi XIONG, Min ZHANG, Ai ti AW and Haizhou LI. Linguistically Annotated Reordering: Evaluation and Analysis. 36 (3). Computational Linguistics (2010)
2. Min ZHANG. Book Review: Introduction to Chinese Natural Language Processing (Kam-Fai Wong, Wenjie Li, Ruifeng Xu, and Zheng-sheng Zhang). 36 (4). Computational Linguistics (2010)

2009

1. Boxing CHEN, Min ZHANG and Aiti AW. Two-Stage Hypotheses Generation for Spoken Language Translation. ACM Transaction on Asian Language Information Processing (ACM TALIP) 8(1) (2009)

2008

1. Min ZHANG, Wanxiang CHE, Guodong ZHOU, Ai Ti AW, Chew Lim TAN, Ting LIU and Sheng LI. Semantic Role Labeling using a Grammar-driven Convolution Tree Kernel. IEEE Transactions on Audio, Speech and Language Processing (IEEE TASLP). 16(7): 1315-1329 (2008)
2. WanXiang CHE, Min ZHANG, Aiti AW, Chew Lim TAN, Ting LIU and Sheng LI. Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling. ACM Transaction on Asian Language Information Processing (ACM TALIP). 7(4). (2008)
3. GuoDong ZHOU, Min ZHANG, Donghong Ji and QiaoMing ZHU. Hierarchical learning strategy in semantic relation extraction. Information Processing and Management (IPM). 44(3): 1008-1021 (2008)
4. Min ZHANG, GuoDong ZHOU and Aiti AW. Exploring syntactic structured features over parse trees for relation extraction using kernel methods. Information Processing and Management (IPM). 44(2): 687-701 (2008)

2007

1. GuoDong ZHOU, Min ZHANG. Extracting relation information from text documents by exploring various types of knowledge. Information Processing and Management (IPM). 43(4): 969-982 (2007)

Conference Papers (CCF A: ACL/AAAI/IJCAI 2006-)

2018

1. Xinzhou JIANG, Zhenghua LI, Bo ZHANG, Min ZHANG, Sheng LI and Luo SI. Supervised Treebank Conversion: Data and Approaches. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL-2018), Melbourne, 15-20 July 2018
2. Jingjing WANG, Jie LI, Shoushan LI, Guodong ZHOU, Min ZHANG, Luo SI. Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks. The 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI-2018), Stockholm, 13-19 July 2018
3. Yaosheng Yang, Meishan Zhang, Wenliang Chen, Wei Zhang, Haofen Wang, Min ZHANG. Adversarial Learning for Chinese NER from Crowd Annotations. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018), New Orleans, 2-7 Feb 2018
4. Zhenqiu He, Wenliang Chen, Zhenghua Li, Meishan Zhang, Wei Zhang, Min ZHANG. Syntax-aware Entity Embedding for Neural Relation Extraction. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018), New Orleans, 2-7 Feb 2018

2017

1. Junhui LI, Deyi XIONG, Zhaopeng TU, Muhua ZHU, Min ZHANG and Guodong ZHOU. Modeling Source Syntax for Neural Machine Translation. Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL-2017), Vancouver, July 30 – August 4, 2017
2. Xing WANG, Zhengdong LU, Zhaopeng TU, Hang LI, Deyi XIONG and Min ZHANG. Neural Machine Translation Advised by Statistical Machine Translation. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-2017), San Francisco, 4-9 Feb 2017

2016

1. Zhenghua LI, Min ZHANG, Yue ZHANG, Zhanyi LIU, Wenliang CHEN, Hua WU and Haifeng WANG. Active Learning for Dependency Parsing with Partial Annotation. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL-2016), Berlin, 7-12 August 2016

2015

1. Zhenghua LI, Jiayuan CHAO, Min ZHANG and Wenliang CHEN. Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (ACL-IJCNLP-2015), Beijing, 27-31 July 2015
2. Jinsong SU, Deyi XIONG, Yang LIU, Xianpei HAN, Hongyu LIN, Junfeng YAO and Min ZHANG. A Context-Aware Topic Model for Statistical Machine Translation. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (ACL-IJCNLP-2015), Beijing, 27-31 July 2015

2014

1. Deyi XIONG and Min ZHANG. A Sense-based Translation Model for Statistical Machine Translation. Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL-2014), Baltimore, 22-27 June 2014
2. Zhenghua LI, Min ZHANG, Wenliang CHEN. Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing. Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL-2014), Baltimore, 22-27 June 2014

2013

1. Muhua ZHU, Yue ZHANG, Wenliang CHEN, Min ZHANG and Jingbo ZHU. Fast and Accurate Shift-Reduce Constituent Parsing. Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL-2013), 434–443, Sofia, 4-9 August 2013
2. Deyi XIONG and Min ZHANG. A topic-based coherence model for SMT. Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI-2013), 977-983, Bellevue, Washington, 14-18 July 2013
3. Deyi XIONG, Guosheng BEN, Min ZHANG, Yajuan LV and Qun LIU. Modeling lexical cohesion for document-level MT. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI-2013), 2183-2189, Beijing, 3-9 August 2013
4. Xiangyu DUAN, Min ZHANG and Wenliang CHEN. Smoothing for Bracketing Induction. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI-2013), 2085-2091, Beijing, 3-9 August 2013

2012

1. Deyi XIONG, Min ZHANG and Haizhou LI. Modeling the Translation of Predicate-Argument Structure for SMT. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL-2012), 902-911, Jeju Island, 8-14 July 2012
2. Wenliang CHEN, Min ZHANG and Haizhou LI. Utilizing Dependency Language Models for Graph-based Dependency Parsing Models. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL-2012), 213–222, Jeju Island, 8-14 July 2012
3. Xinyan XIAO, Deyi XIONG, Min ZHANG, Qun LIU and Shouxun LIN. A Topic Similarity Model for Hierarchical Phrase-based Translation. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL-2012), 750-758, Jeju Island, 8-14 July 2012

2011

1. Deyi XIONG, Min ZHANG and Haizhou LI. Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL-2011), 1288-1297, Portland, 19-24 June 2011
2. Jun SUN, Min ZHANG and Chew Lim TAN. Tree Sequence Kernel for Natural Language. Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI-2011), 921-926, San Francisco, 7-11 August 2011

2010

1. Min ZHANG, Hui ZHANG and Haizhou LI. Convolution Kernel over Packed Parse Forest. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL-2010), 875-885, Uppsala, 11-16 July 2010
2. Jun SUN, Min ZHANG and Chew Lim TAN. Exploring Syntactic Structural Features for Subtree Alignment using Bilingual Tree Kernels. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL-2010), 306-315, Uppsala, Sweden, 11-16 July 2010
3. Deyi XIONG, Min ZHANG and Haizhou LI. Error Detection for Statistical Machine Translation Using Linguistic Features. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL-2010), 604-611, Uppsala, Sweden, 11-16 July 2010
4. Xiangyu DUAN, Min ZHANG and Haizhou LI. Pseudo-word for Phrase-based Machine Translation. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL-2010), 148-156, Uppsala, Sweden, 11-16 July 2010

2009

1. Hui ZHANG, Min ZHANG, Haizhou LI, Ai Ti AW and Chew Lim TAN. Forest-based Tree Sequence to String Translation Model. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009), 172-180, Singapore, 2-7 August 2009
2. Jun SUN, Min ZHANG and Chew Lim TAN. A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009), 914-922, Singapore, 2-7 August 2009
3. Deyi XIONG, Min ZHANG, Ai Ti AW and Haizhou LI. A Syntax-Driven Bracketing Model for Phrase-Based Translation. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009), 315-323, Singapore, 2-7 August 2009
4. Boxing CHEN, Min ZHANG, Haizhou LI and Ai Ti AW. A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009), 941-948, Singapore, 2-7 August 2009
5. Lianhau LEE, Ai Ti AW, Thuy VU, Sharifah ALJUNIED, Min ZHANG and Haizhou LI. MARS: Multilingual access and retrieval system with enhanced query translation and document retrieval. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009): Demo Session, 21-24, Singapore, 2-7 August 2009

2008

1. Min ZHANG, Hongfei JIANG, Ai Ti AW, Chew Lim TAN and Sheng LI. A Tree Sequence Alignment-based Tree-to-Tree Translation Model. Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-2008:HLT), 559-567, Columbus, 15-20 June 2008
2. Deyi XIONG, Min ZHANG, Ai Ti AW and Haizhou LI. A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation. Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-2008:HLT), 149-152 (short paper), Columbus, 15-20 June 2008
3. Boxing CHEN, Min ZHANG, Ai Ti AW and Haizhou LI. Exploiting N-best Hypotheses for SMT Self-Enhancement. Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-2008:HLT), 157-160 (short paper), Columbus, 15-20 June 2008

2007

1. Min ZHANG, Wanxiang CHE, Ai Ti AW, ChunLim TAN, Guodong ZHOU, Ting LIU and Sheng LI. Grammar-driven Convolution Tree Kernel for Semantic Role Classification. Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL 2007), 200–207, Prague, 23-30 June 2007

2006

1. Min ZHANG, Jie ZHANG, Jian SU and Guodong ZHOU. A composite kernel to extract relations between entities with both flat and structured features. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL-2006), 825-832, Sydney, 17-21 July 2006
2. Guodong ZHOU, Jian SU and Min ZHANG. Modeling commonality among related classes in relation extraction. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL-2006), 121-128, Sydney, 17-21 July 2006
3. Ai Ti AW, Min ZHANG, Juan XIAO and Jian SU. A phrase-based statistical model for SMS texts normalization. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL-2006), 33-40, Sydney, 17-21 July 2006
4. Wanxiang CHE, Min ZHANG, Ting LIU and Sheng LI. A hybrid convolution tree kernel for semantic role labeling. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL-2006), 73-80, Sydney, 17-21 July 2006

Conference Papers (CCF B: EMNLP/COLING 2006-)

2018

1. Chenlin SHEN, Jingjing WANG, Shoushan LI, Yangyang KANG, Changlong SUN, Xiaozhong LIU, Luo SI, Min ZHANG and Guodong ZHOU. Sentiment Classification towards Question-Answering with Hierarchical Matching Network. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP-2018), pp. ??-??, Brussels, Oct. 31-Nov. 4, 2018
2. Jiacheng ZHANG, Huanbo LUAN, Maosong SUN, Feifei ZHAI, Jingfang XU, Min ZHANG and Yang LIU. Improving the Transformer Translation Model with Document-Level Context. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP-2018), pp. ??-??, Brussels, Oct. 31-Nov. 4, 2018
3. Yang XU, Yu HONG, Huibin RUAN, Jianmin YAO, Min ZHANG and Guodong ZHOU. Using Active Learning to Expand Training Data for Implicit Discourse Relation Recognition. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP-2018), pp. ??-??, Brussels, Oct. 31-Nov. 4, 2018
4. Yachao LI, Junhui LI and Min ZHANG. Adaptive Weighting for Neural Machine Translation. Proceedings of the 27th International Conference on Computational Linguistics (COLING-2018), ?-?, Santa Fe, 20-26 August 2018
5. Yaosheng YANG, Wenliang CHEN, Zhenghua LI, Zhengqiu HE and Min ZHANG. Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning. Proceedings of the 27th International Conference on Computational Linguistics (COLING-2018), ?-?, Santa Fe, 20-26 August 2018
6. Lu WANG, Shoushan LI, Changlong SUN, Luo SI, Xiaozhong LIU, Min ZHANG. One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. Proceedings of the 27th International Conference on Computational Linguistics (COLING-2018), ?-?, Santa Fe, 20-26 August 2018

2017

1. Chen Gong, Zhenghua Li, Min ZHANG, Xinzhou Jiang. Multi-Grained Chinese Word Segmentation. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP-2017), pp. 692-703, Copenhagen, Sept. 2017
2. Xing Wang, Zhaopeng Tu, Deyi Xiong, Min ZHANG. Translating Phrases in Neural Machine Translation. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP-2017), pp. 1421-1431, Copenhagen, Sept. 2017

2016

1. Zhenghua LI, Jiayuan CHAO, Min ZHANG and Jiwen YANG. Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning. Proceedings of the 2016 Empirical Methods in Natural Language Processing (EMNLP-2016), 753-762, Austin, 1-5 November 2016
2. Biao ZHANG, Deyi XIONG, Jinsong SU, Hong DUAN and Min ZHANG. Variational Neural Machine Translation. Proceedings of the 2016 Empirical Methods in Natural Language Processing (EMNLP-2016), 521-530, Austin, 1-5 November 2016
3. Biao ZHANG, Deyi XIONG, Jinsong SU, Qun LIU, Rongrong JI, Hong DUAN and Min ZHANG. Variational Neural Discourse Relation Recognizer. Proceedings of the 2016 Empirical Methods in Natural Language Processing (EMNLP-2016), 382-391, Austin, 1-5 November 2016
4. Wenliang CHEN, Zhenjie ZHANG, Zhenghua LI and Min ZHANG. Distributed Representations for Building Profiles of Users and Items from Text Reviews. Proceedings of the 26th International Conference on Computational Linguistics (COLING-2016), 2143-2153, Osaka, 11-17 December 2016
5. Fangyuan LI, Ruihong HUANG, Deyi XIONG and Min ZHANG. Learning Event Expressions via Bilingual Structure Projection. Proceedings of the 26th International Conference on Computational Linguistics (COLING-2016), 1441-1450, Osaka, 11-17 December 2016
6. Haiqing TANG, Deyi XIONG, Min ZHANG and Zhengxian GONG. Improving Statistical Machine Translation with Selectional Preferences. Proceedings of the 26th International Conference on Computational Linguistics (COLING-2016), 2154-2163, Osaka, 11-17 December 2016
7. Biao ZHANG, Deyi XIONG, Jinsong SU, Hong DUAN and Min ZHANG. Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences. Proceedings of the 26th International Conference on Computational Linguistics (COLING-2016), 2548-2558, Osaka, 11-17 December 2016

2015

1. Xing WANG, Deyi XIONG and Min ZHANG. Learning Semantic Representations for Non-terminals in Hierarchical Phrase-Based Translation. Proceedings of the 2015 Empirical Methods in Natural Language Processing (EMNLP-2015), 1391-1400, Lisboa, 17-21 September 2015
2. Jinsong SU, Deyi XIONG, Biao ZHANG, Yang LIU, Junfeng YAO and Min ZHANG. Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation. Proceedings of the 2015 Empirical Methods in Natural Language Processing (EMNLP-2015), 1248-1258, Lisboa, 17-21 September 2015

2014

1. Zhenghua LI, Min ZHANG and Wenliang CHEN. Soft cross-lingual syntax predication for dependency parsing. Proceedings of the 25th International Conference on Computational Linguistics (COLING-2014), 783-793, Dublin, 23-29 August 2014
2. Xiangyu DUAN, Min ZHANG, Qiaoming ZHU. Synchronous Constituent Context Model for Inducing Bilingual Synchronous Structures. Proceedings of the 25th International Conference on Computational Linguistics (COLING-2014), 1865-1874, Dublin, 23-29 August 2014
3. Wenliang CHEN, Yue ZHANG, Min ZHANG. Feature Embedding for Dependency Parsing. Proceedings of the 25th International Conference on Computational Linguistics (COLING-2014), 816-826, Dublin, 23-29 August 2014

2013

1. Wenliang CHEN, Min ZHANG and Yue ZHANG. Semi-Supervised Feature Transformation for Dependency Parsing. Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP-2013), 1303-1313, Seattle, 18-21 October 2013
2. Deyi XIONG, Yang DING, Min ZHANG and Chew Lim Tan. Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation. Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP-2013), 1563-1573, Seattle, 18-21 October 2013

2012

1. Zhengxian GONG, Min ZHANG, Chew Lim TAN and Guodong ZHOU. N-gram-based Tense Models for Statistical Machine Translation. Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-2012), 276–285, Jeju Island, 12–14 July 2012
2. Zhenghua LI, Min ZHANG, Wanxiang CHE and Ting LIU. A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing. Proceedings of the 24th International Conference on Computational Linguistics (COLING-2012), 1681-1698, Mumbai, 8-15 December 2012
3. Yun HUANG, Min ZHANG and Chew Lim TAN. Improved Combinatory Categorial Grammar Induction with Boundary Words and Bayesian Inference. Proceedings of the 24th International Conference on Computational Linguistics (COLING-2012), 1257-1274, Mumbai, 8-15 December 2012
4. Zhengxian GONG, Min ZHANG, Chew Lim TAN and Guodong ZHOU. Classifier-based Tense Models for SMT. Proceedings of the 24th International Conference on Computational Linguistics (COLING-2012), 411-420, Mumbai, 8-15 December 2012

2011

1. Wenliang CHEN, Junichi KAZAMA, Min ZHANG, Yoshimasa TSURUOKA, Yujie ZHANG, Yiou WANG, Kentaro TORISAWS and Haizhou LI. SMT Helps Bitext Dependency Parsing. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP-2011), 73-83, Edinburgh, 27-31 July 2011
2. Zhengxian GONG, Min ZHANG and Guodong ZHOU. Cache-based Document-level Statistical Machine Translation. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP-2011), 909–919, Edinburgh, 27-31 July 2011
3. Zhenghua LI, Min ZHANG, Wanxiang CHE, Ting LIU, Wenliang CHEN and Haizhou LI. Joint Models for Chinese POS Tagging and Dependency Parsing. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP-2011), 1180-1191, Edinburgh, 27-31 July 2011

2010

1. Hui ZHANG, Min ZHANG, Haizhou LI and Eng Siong CHNG. Non-isomorphic Forest Pair Translation. Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP-2010), 440–450, MIT, Massachusetts, 9-11 October 2010
2. Jun SUN, Min ZHANG and Chew Lim TAN. Discriminative Induction of Sub-Tree Alignment using Limited Labeled Data. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), 1047–1055, Beijing, 23-27 August 2010
3. Vladimir PWEVOUCHINE, Min ZHANG, Ming LIU and Haizhou LI. Improving Name Origin Recognition with Context Features and Unlabelled Data. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), Poster Volume: 972-978, Beijing, 23-27 August 2010
4. Min ZHANG, Xiangyu DUAN, Vladimir PWEVOUCHINE and Haizhou LI. Machine Transliteration: Leveraging on Third Languages. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), Poster Volume: 1444-1452, Beijing, 23-27 August 2010
5. Lianhau LEE, Ai Ti AW, Min ZHANG and Haizhou LI. EM-based Hybrid Model for Bilingual Terminology Extraction from Comparable Corpora. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), Poster Volume: 639–646, Beijing, 23-27 August 2010
6. Shui LIU, Sheng LI, Tiejun ZHAO, Min ZHANG and Pengyuan LIU. Head-modifier Relation based Non-lexical Reordering Model for Phrase-Based Translation. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), Poster Volume: 748-756, Beijing, 23-27 August 2010
7. Deyi XIONG, Min ZHANG and Haizhou LI. Learning Translation Boundaries for Phrase-Based Decoding. Proceedings of the Human Language Technologies: the 11th Annual Conference of the North American Chapter of the ACL (NAACL-HLT-2010), 136–144, Los Angeles, 1-6 June 2010

2009

1. Min ZHANG and Haizhou LI. Tree Kernel-based SVM with Structured Syntactic Knowledge for BTG-based Phrase Reordering. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP-2009), 698-707, Singapore, 6-7 August 2009
2. Hui ZHANG, Min ZHANG, Haizhou LI and Chew Lim TAN. Fast Translation Rule Matching for Syntax-based Statistical Machine Translation. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP-2009), 1037-1045, Singapore, 6-7 August 2009
3. Hui ZHANG, Min ZHANG, Chew Lim TAN and Haizhou LI. K-Best Combination of Syntactic Parsers. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP-2009), 1152-1560, Singapore, 6-7 August 2009

2008

1. Min ZHANG, Hongfei JIANG, Haizhou LI, Ai Ti AW, Chew Lim TAN and Sheng LI. Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation. Proceedings of the 22nd International Conference on Computational Linguistics (COLING-2008), 1097-1104, Manchester, 18-22 August 2008
2. Deyi XIONG, Min ZHANG, Ai Ti AW and Haizhou LI. Linguistically Annotated BTG for Statistical Machine Translation. Proceedings of the 22nd International Conference on Computational Linguistics (COLING-2008), 1009-1016, Manchester, 18-22 August 2008
3. Boxing CHEN, Min ZHANG, Ai Ti AW and Haizhou LI. Improve SMT through Hypotheses Regeneration. Proceedings of the 22nd International Conference on Computational Linguistics (COLING-2008), 105-112, Manchester, 18-22 August 2008

2007

1. Guodong ZHOU, Min ZHANG, Longhua QIAN anf Qiaoming ZHU. Tree Kernel-based Relation Extraction with Context-sensitive Structure. Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL-2007), 728-736, Prague, 28-30 June 2007

2006

1. Min ZHANG, Jie ZHANG and Jian SU. Exploring syntactic features for relation extraction using a convolution kernel. Proceedings of the Human Language Technology Conference and the North American Chapter of the Association of Computational Linguistics (HLT-NAACL-2006), 288-295, New York, 4-9 June 2006

Professional Services

1. Editorial Board Member, SCIENTIA SINICA Informationis, 2018/1-2019/12
2. Associate Editor, IEEE/ACM Transactions on Audio, Speech and Language Processing, 2015/01-2018/12
3. Associate Editor, ACTA AUTOMATICA SINICA, 2015/01-2019/12
4. Vice President, COLIPS: The Chinese and Oriental Language Information Processing Society of Singapore, 2011/01-2013/10
5. Executive Committee Member/CLC Chair, AFNLP: The Asian Federation of Natural Language Processing，2013/01- 2016/12
6. Vice-Chair/Chair-Elect, SIGHAN/ACL: Special Interesting Group on Chinese of the Association for Computational Linguistics，2014/01-2015/12
7. Standing member of the PACLIC Steering Committee, PACLIC: Pacific Asia Conference on Language, Information and Computation, 2011/01-Present
8. President, The Society of computer of Suzhou, 2017/01-2020/12
9. Adjunct Full Professor, Harbin Institute of Technology, 2005/10-Present

Conference Services

1. Conference Program Committee Area Chair/Co-Chair:
• Machine Translation and Multilinguality Track，The 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Beijing, 26-31 July 2015
• Machine Translation and Multilinguality Track，The 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP 2015), Lisboa, 17-21 September 2015
• Panel Chair, The 4th CCF Conference on Natural Language Processing & Chinese Computing (NLPCC 2015), Nanchang, 9-13 October 2015
• Machine Translation and Multilinguality Track，The 5th International Joint Conference on NLP (IJCNLP 2011)，Chiang Mai, 7-13 November 2011
2. Conference General Chair/Co-Chair:
• The 32nd Pacific Asia Conference on Language, Information and Computation (PACLIC 2018), Hong Kong, 1-3 December 2018
• The 5th Conference on Natural Language Processing and Chinese Computing & The 24th International Conference on Computer Processing of Oriental Languages (NLPCC-ICCPOL 2016), 2-6 December 2016
• The 12nd China Workshop on Machine Translation (CWMT 2016), Wulumuqi, 25-26 August 2016
• The 9th Asia Information Retrieval Societies Conference (AIRS 2013), Singapore, 9-11 December 2013
• The 2013 International Conference on Asian Language Processing (IALP 2013), Urumqi/China, 17-19 August 2013
3. Conference PC Chair/Co-Chair:
• The 7th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2018), Hohhot, 26-30 August 2018
• The 14th China Conference on Computational Linguistics (CCL 2015), Guangzhou/China, 13-14 November 2015
• The 3rd CIPS-SIGHAN Joint Conference on Chinese Language Processing (CIPS-SIGHAN 2014), Wuhan/China, 20-21 October 2014
• The 9th China Workshop on Machine Translation (CWMT 2013), Kunming/China, 31 October - 1 November 2013
• The 12th China Conference on Computational Linguistics (CCL 2013), Suzhou/China, 9-10 October 2013
• The 24th Pacific Asia Conference on Language, Information and Computation (PACLIC 2010), Sendai, 5-7 November 2010
4. Others:
• Demo Chair, The 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012), Jeju, 8-14 July 2012
• Publication Chair, The 5th International Joint Conference on Natural Language Processing (IJCNLP 2011), Chiang Mai, 7-13 November 2011
• ADL Co-chairs, The 46th CCF Advanced Disciplines Lecture (CCF ADL): Big Data-Oriented Natural Language Processing and Machine Learning, Chongqing, 15-17 November 2013
5. Reviewers:
• ACL/EMNLP/COLING/IJCNLP/SIGIR/AAAI/IJCAI
• IEEE Transactions on Audio, Speech and Language Processing; IEEE Intelligent Systems; Pattern Recognition; Computational Linguistics; ACM Transactions on Asian Language Information Processing; Information Science; Information System; Computer Speech and Language; Journal of Natural Language Engineering; Journal of Computer Science and Technology; IEICE Trans-D

Invited Talks and Tutorials

1. Invited Talk: Min ZHANG. Theory, Methodology and Application of NLP, at the China Congress on AI (CCAI-2018), Shenzhen, 27-29 July 2018
2. Invited Talk: Min ZHANG. NLP in the era of AI, at the Fundamental Theory and Application of Artificial Intelligence, the 194th ShuangQing forum organized by NSF of China, Changsha, 2-3 Dec. 2017
3. Invited Talk: Zhenghua LI and Min ZHANG. Building Dependency Parse Resource with Partial Annotation and Active Learning, at International Forum on the Construction of Language Resource---Theory, Methodology and Application, organized by Peking University, Beijing, 5-6 Nov. 2017
4. Invited Talk: Wenliang CHEN and Min ZHANG. Building Large Scale Knowledge with Dependency Parsing, at the 17th China Japan Natural Language Processing Joint Research Promotion Conference (CJNLP 2017), Kitakyushu, 23-25 Sep. 2017
5. Invited Talk: Min ZHANG. Deep Learning for Natural Language Processing and Machine Translation, at the 2017 Conference of China Intelligent Technology and Big Data, Guangzhou, 16-17 Sep. 2017
6. Invited Talk: Min ZHANG. Recent Advance on Natural Language Processing, at the Lecture of CCF AI, Kunming, 5-6 Aug. 2017
7. Invited Talk: Min ZHANG. Deep Learning for Natural Language Understanding and Machine Translation, at the 2017 Conference on Deep Learning of China (organized by the China Institute of electronics), Beijing, 24-25 March 2017
8. Invited Talk: Min ZHANG. Challenging and Thinking of Machine Translation and Natural Language Processing on Big Data, at the 2016 International Conference on Data Science (Fudan University), Shanghai, 16-19 Dec. 2016
9. Invited Talk: Min ZHANG. Information Extraction, Knowledge Graph and Natural Language Understanding, at the Workshop of Intelligent Information Analysis and Knowledge Graph Construction, Shanghai, 19 Nov 2016
10. Invited Talk: Min ZHANG. Problem and Innovation in NLP and MT, at the 113rd Salon on New Ideas and New Theory: Problem and Innovation of AI, organized by CAAI, Hefei, 24-25 Sep. 2016
11. Invited Talk: Min ZHANG. Disciplines Evaluation and Development of Computer Science, Technology and Engineering, at the Workshop of Building the First-class International Disciplines, Harbin Institute of Technology, Harbin, 4-5 June 2016
12. Invited Talk: Min ZHANG and Rou SONG. Semantics, Discourse and Machine Translation, at the 11th China Workshop on Machine Translation (CWMT 2015), Hefei, 24-25 September 2015
13. Invited Talk: Min Zhang and Rou Song, Discourse and Statistical Machine Translation, at the 8th SIGHAN Workshop on Chinese Language Processing (SGHAN 2015), Beijing, 30-31 July 2015
14. Tutorial: Deyi XIONG, Min ZHANG. Semantics, Discourse and Machine Translation, at the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, 22-17 June 2014
15. Tutorial: Wenliang CHEN, Zhenghua LI, Min ZHANG. Dependency Parsing: Past, Present, and Future, at the 25th International Conference on Computational Linguistics (COLING 2014), Dublin, 23-29 August 2014
16. Tutorial: Zhenghua LI, Wenliang CHEN, Min ZHANG. Dependency Parsing: Past, Present, and Future, at the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013), Nagoya, 14-18 October 2013
17. Invited Talk: Min ZHANG and Rou SONG. Semantics, Discourse and Machine Translation, at the 11th China Workshop on Machine Translation (CWMT 2015), Hefei, 24-25 September 2015
18. Invited Talk: Min ZHANG and Rou SONG. Discourse and Machine Translation, at the 8th SIGHAN Workshop on Chinese Language Processing co-located with ACL-IJCNLP-2015 (SIGHAN-8), Beijing, 30-31 July 2015
19. Invited Talk: Min ZHANG. Word Sense Induction for Machine Translation, at the 28th Pacific Asia Conference on Language, Information and Computation (PACLIC 28), Phuket, 12-14 December 2014
20. Keynote Speech: Min ZHANG. Semantics, Discourse and Machine Translation，at the 18th International Conference on Asian Language Processing (IALP 2014), Kuching, Malaysia, 20-22 October 2014
21. Invited Talk: Min ZHANG. Discourse and Machine Translation，at the 2nd CCF Conference on Natural Language Processing and Chinese Computing (NLPCC 2013), Chongqing, 15-19 October 2013
22. Lecture: Min ZHANG. Machine Translation and Multilingual Understanding, at the 32nd CCF ADL <>, Beijing, 31 October-2 November 2012

Research Assistant and Students Supervised

1. PostDr and Research Assistants
• XiangYu DUAN (2008.04-2009.04)
• Hui ZHANG (2008.10-2010.07)
2. Ph.D Students
• Jun SUN (2007.01-) Co-supervisor with Prof. Chew Lim TAN (SoC/NUS)
• Yun HUANG (2008.08-) Co-supervisor with Prof. Chew Lim TAN (SoC/NUS)
• Shaokang QIN (2007.01-) Thesis Committee Member with Assist Prof. Hui WANG (FAS/NUS)
• Xiaopeng BAO (2007.08-) Thesis Committee Member with Assist Prof. Hui WANG (FAS/NUS)
3. Ph.D Internships
• Guoyu TANG (8 Mar 2011 – 7 June 2011)
• Zhenghua LI (13 Sep 2010 – 12 Mar 2011)
• Zhengxian GONG (1 Aug 2010- 31 Jan 2011)
• Huashen LIANG (2 July 2009- 2 Jan. 2010)
• Shui LIU (2 July 2008- 31 Dec. 2008)
• Hongfei JIANG (1 Jan 2007- 31 Dec. 2007)
• Chengjie SUN (1 Jan 2007- 30 June. 2007)
• Wanxiang CHE (1 Jan 2007- 30 June. 2007)
• Na YE (1 Jan 2007- 30 June. 2007)
4. External Examiner of Master Degree Thesis
• Hang XIAO (FAS/NUS) (2009)
5. Final Year Project of Undergraduate Students
• Danmei WANG (1 Jan 2005- 30 June. 2005) SoC/NUS
• Ho Ras HERMAN (1 Jan 2007- 30 June. 2007) SCE/NTU
• Shai Hwee LU (1 Jan 2007- 30 June. 2007) SCE/NTU