古天乐代言太阳集团_G.1

ENGLISH | 中文
姓名:崔万云
最后学位:博士
职称:副教授
公共职务:
导师岗位:无
办公室:306
电话:
Email:cui.wanyun 【at】 sufe.edu.cn
个人简介

News

One paper accepted to NeurIPS 2022.

I was selected in the AI 2000 Most Influential Scholar Annual List (2012-2021) by AMiner, rank 31 in the database field.

One paper accepted to ACL Findings 2022.

One full paper accepted to NeurIPS 2021.

One full paper accepted to IJCAI2021 (accepted rate=13.9%)

One long paper accepted to EMNLP 2020 (oral).

One paper accepted to ICLR 2019.


个人简介

Wanyun Cui is an associate professor in the school of information management and engineering, Shanghai University of Finance and Economics. He received the PhD degree from Fudan University in 2017, advised by Wei Wang and Yanghua Xiao. His research interests are at the intersection of knowledge and language. He has published several first author papers in NeurIPS, ICLR, SIGMOD, PVLDB, IJCAI, AAAI, ACL and EMNLP. He was recognized as The AI 2000 Most Influential Scholars (2012-2022). He won the ACM China Outstanding Doctoral Dissertation Nomination Award (top 4 in China), and ACM Shanghai Outstanding Doctoral Dissertation Award (top 2 in Shanghai).

崔万云是上海财经大学信息学院副教授。他于2017年在复旦大学获得博士学位。他的研究兴趣是知识和语言的交叉。他在NeurIPS, ICLR, SIGMOD, PVLDB, IJCAI, AAAI, ACL和EMNLP等发表多篇第一作者论文。他被AMiner评为2012-2022人工智能2000最具影响力学者。他曾荣获ACM中国优秀博士论文提名奖和ACM上海优秀博士论文奖。



毕业生去向


  • 郑光煜  硕士  蚂蚁金服

  • 王乐  硕士 猿辅导

  • 蔡令予  硕士  阿里巴巴


I am recruiting highly self-motivated and hardworking students. If you enjoy doing challenging research and want to devote your career to research, please do not hesitate to contact me.



教授课程

教授课程


科研项目

科研项目

问答系统:

  1. KBQA: 作为主要负责人 基于知识图谱和问答语料的自然语言问答系统，在QALD-3上正确率76%，超过所有同类系统。News 已经支持中文问答，参见公众号：小Cui问答。

  2. 小度机器人: 负责实体类答案深度问答技术，百度深度问答项目，在一站到底数据集上准确率从81%提升到85%。

  3. 小i机器人: 负责问答系统架构重构，小i机器人公司项目，将其问答技术核心从传统文本挖掘信息检索，向知识图谱和深度学习方向引导。

其它:

  1. 中文同义词库: 作为主要负责人提供368万中文实体-别称的高质量实体同义词库。利用开放的互联网数据及深度学习模型。

  2. 人人猎头钢铁侠&复旦生涯: 作为主要负责人对简历和职位做语义理解和智能匹配。从百万级别简历/职位数据中在1秒内实现高精确度的匹配。应用于人人猎头APP和复旦生涯微信号。

  3. 两会舆情分析: 负责13年两会微博热点词汇分析,工作被新民晚报及解放日报报导。

  4. AffineSWOptimization: 作为主要负责人 使用CPU级的SSE2技术加速Smith-Waterman算法，在Topcoder的marathon match中排名第八。

Projects
Question Answering Systems:

  1. KBQA: Main Contributor Project in Microsoft Research Asia. A QA system over knowledge bases. Its precision on QALD-3 is 76%, which beats other state-of-the-art competitors. News Supporting Chinese QA now.

  2. Deep QA: in charge of factoid question answering Project in Baidu Inc. (Chinese largest search engine company) The precision increases from 81% to 85% on the Chinese YiZhanDaoDi dataset.

  3. Xiaoi Robot: in charge of qa system reconstruction Project in Xiaoi Robot Inc. Reconstructing its qa system framework from traditional information retrieval techniques to deep learning and knowledge graph techniques.

Other Projects:

  1. Chinese mention2entity: Main Contributor Providing 3.68 million mention2entity facts from web knowledge extraction and deep learning.

  2. Iron Man Project in Shanghai Zhongpin Inc. & Fudan Career Project in Fudan Univeersity: Main Contributor Rank and sort millions of resume descriptions and job descriptions with nlp techniques.

  3. Public Sentiment Analysis for the Chinese National Sessions: in charge of hot keyword analysis The result has been published in two Chinese well-known newspapers: Xinmin Evening News, and Liberation Daily.

  4. AffineSWOptimization: Main Contributor Using CPU leveled instructions, SSE2, to accelerate the Smith-Waterman algorithm. Rank 8th in the Topcoder marathon match.

教育背景

教育和工作经历

实习经历 

  1. 2014.7-2014.11 百度深度问答项目（小度机器人），实体类答案问答技术

  2. 2012.1-2012.11：微软亚洲研究院,构建基于大型知识库的问答系统。

Experiences:

  1. Jul 2014 - Nov 2014: Deep QA project, Baidu Inc. (Chinese largest search engine company)

  2. Jan 2012 - Nov 2012: Microsoft Research Asia, working on the construction of QA system over large scale knowledgebase, with Dr. Haixun Wang

发表论文

研究成果

  1. Wanyun Cui, Xingran Chen, Instance-based Learning for Knowledge Base Completion, NeurIPS 2022, CCF Rank A Conference.

  2. Wanyun Cui, Xingran Chen, Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense, ACL Findings 2022

  3. Wanyun Cui, Xingran Chen, Open rule induction, NeurIPS 2021, CCF Rank A Conference

  4. Wanyun Cui, Guangyu Zheng, Wei Wang, Zero-shot domain adaptation for natural language inference by projecting superficial words out, Knowledge-Based Systems, (IF=5.92)

  5. Wanyun Cui, Sen Yan, Isotonic Data Augmentation for Knowledge Distillation, IJCAI 2021, CCF Rank A Conference

  6. Wanyun Cui, Guangyu Zheng, Wei Wang, Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning, EMNLP 2020 (oral), [code]

  7. Wanyun Cui, Guangyu Zheng, Zhiqiang Shen, Sihang Jiang, Wei Wang, Transfer Learning for Sequences via Learning to Collocate, ICLR 2019

  8. Wanyun Cui, Yanghua Xiao, Haixun Wang, Yangqiu Song, Seung-won Hwang, Wei Wang, KBQA: Learning Question Answering over QA Corpora and Knowledge Bases, (PVLDB 2017), CCF Rank A Conference

  9. Bo Xu, Yong Xu, Jiaqing Liang, Chenhao Xie, Bin Liang, Wanyun Cui, Yanghua Xiao, CN-DBpedia: A Never-Ending Chinese Knowledge Extraction System, (IEA/AIE 2017 )

  10. Wanyun Cui, Yanghua Xiao, Wei Wang, KBQA: An Online Template Based Question Answering System over Freebase, (IJCAI 2016), CCF Rank A Conference, demo

  11. Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang, Verb Pattern: A Probabilistic Semantic Representation on Verbs, (AAAI 2016), CCF Rank A Conference PDF interface

  12. Wanyun Cui, Yanghua Xiao, Haixun Wang, Wei Wang, Local Search of Communities in Large Graphs, (SIGMOD 2014), CCF Rank A Conference PDF PPT

  13. Wanyun Cui, Yanghua Xiao, Haixun Wang, Yiqi Lu, and Wei Wang. "Online Search of Overlapping Communities.", (SIGMOD 2013), CCF Rank A Conference PDF ,  PPT

  14. Deqing Yang, Yanghua Xiao, Hanghang Tong, Wanyun Cui, Wei Wang, Towards Topic Following in Heterogeneous Information Networks, (ASONAM 2015)

  15. Hui Wang, Wanyun Cui, Yanghua Xiao, Hanghang Tong, Robust Network Construction against Intentional Attack, (BigComp 2015), Invited Paper

  16. Yaoliang Chen, Ji Hong, Wanyun Cui, Jacques Zaneveld, Wei Wang, Richard Gibbs, Yanghua Xiao and Rui Chen, CGAP-align: A High Performance DNA Short Read Alignment Tool, Plos One, 2013, 8(4): e61033, SCI, IF=4 PDF

  17. Yanghua xiao, Ji Hong, Wanyun Cui, Zhenying He, Wei Wang, Guodong Feng, Branch Code: An Efficient Labeling Scheme for Query Answering on Trees, IEEE 28th International Conference on Data Engineering(ICDE 2012) CCF Rank A Conference.




荣誉奖励

荣誉奖励

所获奖项 

  1. 2012-2022人工智能2000最具影响力学者 by AMiner

  2. ACM中国优秀博士论文奖提名

  3. ACM上海优秀博士生论文奖，top 2 in Shanghai

  4. 2017 复旦大学研究生学术之星 复旦博士生最高学术荣誉

  5. 2016 复旦大学博士优秀毕业生

  6. 2016 EMC优秀奖学金

  7. 2014 "微软学者"奖学金提名奖

  8. 2014 复旦大学董氏奖学金

  9. 2013 复旦大学毕业生之星，复旦毕业生最高荣誉，每年十位

  10. 2013 光华自立奖学金学术科研奖(理科)，复旦由学生评选的最高奖项

  11. 2013 SIGMOD Student Travel Award

  12. 2013 上海市优秀毕业生

  13. 2013 勒卡斯杯数据挖掘竞赛 第二名

  14. 2012 谷歌优秀学生奖学金，为了表彰杰出学术贡献

  15. 2011,2009 ACM/ICPC 北京/上海赛区邀请赛 两获金牌

  16. 2009 百度之星程序设计竞赛决赛 （全国前50）

Awards 

  1. The AI 2000 Most Influential Scholars (2012-2022)

  2. "2017 ACM China Excellent Doctoral Thesis" nomination (top 4 in China)

  3. "2017 ACM Shanghai Excellent Doctoral Thesis award" (top 2 in Shanghai)

  4. Fudan Academic Star  (top 10 PhD students in Fudan. I'm the only one from the computer science field).

  5. Fudan excellent gradudate student

  6. 2016 EMC outstanding scholarship

  7. 2014 Microsoft Fellowship Nomination

  8. 2013 Fudan Outstanding Undergraduate Award top honor for Fudan undergraduates. 10 students win this award each year.

  9. 2013 Guanghua Self-Reliance Scholarship for Academic (science), top student-organized scholarship in Fudan University

  10. 2013 SIGMOD Student Travel Award

  11. 2013 Shanghai Outstanding Graduate Award

  12. 2013 second place in LECAST data mining competition

  13. 2012 Google Excellence Scholarship, for having demonstrated superior academic achievement

  14. 2011, 2009 ACM/ICPC Beijing/Shanghai Region Invitation Contest double gold medals

  15. 2009 BAIDU ASTAR Programming Contest Top 50