宋睿华

您当前所在的位置: 首页> 师资队伍> 专任教师> 宋睿华

宋睿华 长聘教授

返回列表

邮箱:rsong@ruc.edu.cn

个人网页:https://dblp.uni-trier.de/db/indices/a-tree/s/Song:Ruihua.html


国家高层次人才特聘教授,现任中国人民大学高瓴人工智能学院长聘教授。曾任微软亚洲研究院主管研究员、微软小冰首席科学家。近期研究兴趣为多模态理解、创作和交互。发表学术论文100余篇,申请专利30余项。曾获WWW 2004最佳论文提名奖,AIRS 2012最佳论文奖,和CLWS 2019优秀论文奖,2022年度教育部自然科学一等奖。她的算法完成了人类史上第一本人工智能创作的诗集《阳光失了玻璃窗》。2021-2022年作为学术带头人,发布文澜系列多模态预训练大模型,并成功落地快手、OPPO等企业。2023年,参与发布玉兰大语言模型,完成从基础模型到对话模型的自研训练。曾担任SIGIR短文和讲习班主席,ACL的领域主席,EMNLP的资深领域主席,和Information Retrieval Journal的主编。

教育经历

2006年9月~2010年12月,上海交通大学计算机系,获得博士学位,导师:俞勇、洪小文 教授

2000年9月~2003年3月,清华大学计算机科学与技术系,获得硕士学位,导师:马少平 教授

1996年9月~2000年7月,清华大学计算机科学与技术系,获得学士学位

工作经历

2020年9月~,中国人民大学高瓴人工智能学院,长聘副教授

2017年7月~2020年8月,微软(亚洲)互联网工程院,微软小冰首席科学家

2003年4月~2017年7月,微软亚洲研究院,主管研究员

研究方向

多模态理解、创作和交互。

研究成果

宋睿华.png


教授课程

《人工智能引论》(本科生)和《学术规范与论文写作》(研究生)

科研项目

承担教育部先导项目、科技部重点研发项目、国自然面上项目、北自然-小米联合基金和多项企业合作项目。

荣誉奖励

2019年,论文《“Love is as Complex as Math”: Metaphor Generation System for Social Chatbot》获得第二十届汉语语汇语义国际研讨会CLSW 2019颁发的优秀论文奖。

2017年,代表少女诗人小冰团队,参加中央电视台和中国科学院联合制作的首档聚焦人工智能技术的节目《机智过人》,并获得“机智先锋项目”。

2012年,论文《The Reusability of a Diversified Search Test Collection》获得亚洲信息检索会议AIRS 2012的最佳论文奖

2004年,论文《Learning Block Importance Models for Web Pages》获得国际万维网会议WWW 2004颁发的最佳论文提名奖

社会兼职

(1)为下列国际期刊服务:

Editorial board of Information Retrieval Journal

Editorial board of Foundations and Trends in Information Retrieval

(2)作为主席、领域主席、资深评审或评审,为下列会议服务:

ACM SIGIR Conference on Information Retrieval

Annual Meeting of the Association for Computational Linguistics

ACM International Conference on Web Search and Data Mining

VLDB: International Conference on Very Large Data Bases

IJCAI International Joint Conference on Artificial Intelligence

ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Conference on Empirical Methods in Natural Language Processing

European Conference on Information Retrieval

ICDM: IEEE International Conference on Data Mining

NTCIR (NII Test Collection for IR Systems) and EVIA

CAAI GAITC (Global Artificial Intelligence Technology Conference)

(3)作为会员,为下列学会服务:

Member of CCF

Senior Member of ACM

Senior Member of IEEE

学术论文

2026

Restoring Exploration after Post-Training: Latent Exploration Decoding for Large Reasoning Models.

Wenhui Tan, Fiorenzo Parascandolo, Enver Sangineto, Jianzhong Ju, Zhenbo Luo, Qian Cao, Rita Cucchiara, Ruihua Song*, Jian Luan.

In Proceedings of ICML 2026, 2026.

DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing.

Qian Cao, Yahui Liu, Wei Bi, Yi Zhao, Ruihua Song*, Xiting Wang*, Ruiming Tang, Guorui Zhou, Han Li.

In Proceedings of ACL 2026, 2026.

MSJoE: Jointly Evolving MLLM and Sampler for Efficient Long-Form Video Understanding.

Wenhui Tan, Xiaoyi Yu, Jiaze Li, Yijing Chen, Jianzhong Ju, Zhenbo Luo, Ruihua Song*, Jian Luan*.

In Proceedings of CVPR 2026, 2026.

Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains.

Wenhui Tan, Jiaze Li, Jianzhong Ju, Zhenbo Luo, Ruihua Song*, Jian Luan*.

In Proceedings of NeurIPS 2026, 2026.

Qian Cao, Xiting Wang*, Yuzhuo Yuan, Yahui Liu, Fang Luo, Ruihua Song*.

Evaluating Text Creativity across Diverse Domains: A Dataset and Large Language Model Evaluator.

In Proceedings of  ICLR 2026, 2026.

JointAVBench: A Benchmark for Joint Audio-Visual Reasoning Evaluation.

Jianghan Chao, Jianzhang Gao, Wenhui Tan, Yuchong Sun, Ruihua Song*, Liyun Ru.

In Proceedings of  ICLR 2026, 2026.

2025

VAFlow: Video-to-Audio Generation with Cross-Modality Flow Matching.

Xihua Wang, Xin Cheng, Yuyue Wang, Ruihua Song*, Yunfeng Wang.

In Proceedings of ICCV 2025: 11777-11786, 2025.

ETVA: Evaluation of Text-to-Video Alignment via Fine-Grained Question Generation and Answering.

Kaisi Guan, Zhengfeng Lai, Yuchong Sun, Peng Zhang, Wei Liu, Kieran Liu, Meng Cao, Ruihua Song*.

In Proceedings of ICCV 2025: 21299-21309, 2025.

EyEar: Learning Audio Synchronized Human Gaze Trajectory Based on Physics-Informed Dynamics.

Xiaochuan Liu, Xin Cheng, Yuchong Sun, Xiaoxue Wu, Ruihua Song*, Hao Sun*, Denghao Zhang.

In Proceedings of AAAI 2025: 1429-1437, 2025. (\textbf{Oral})

Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization.

Yihan Wu, Yichen Lu, Yifan Peng, Xihua Wang, Ruihua Song*, Shinji Watanabe.

In Proceedings of AAAI 2025: 25516-25524, 2025.

Animate and Sound an Image.

Xihua Wang, Ruihua Song*, Chongxuan Li, Xin Cheng, Boyuan Li, Yihan Wu, Yuyue Wang, Hongteng Xu, Yunfeng Wang.

In Proceedings of CVPR 2025: 23369-23378, 2025.

Think Then React: Towards Unconstrained Action-to-Reaction Motion Generation.

Wenhui Tan, Boyuan Li, Chuhao Jin, Wenbing Huang, Xiting Wang, Ruihua Song*.

In Proceedings of ICLR 2025, 2025.

RoLD: Robot Latent Diffusion for Multi-task Policy Modeling.

Wenhui Tan, Bei Liu, Junbo Zhang, Ruihua Song*, Jianlong Fu.

In Proceedings of the 31st International Conference on Multimedia Modeling: 340-353, 2025. (\textbf{Best Paper Award})

RoLD: Robot Latent Diffusion for Multi-task Policy Modeling

Wenhui Tan, Bei Liu, Junbo Zhang, Ruihua Song, Jianlong Fu

In Proceedings of the 31st International Conference on Multimedia Modeling (MMM2025), 340-353

2024

Understanding Human Preferences: Towards More Personalized Video to Text Generation

Yihan Wu, Ruihua Song, Xu Chen, Hao Jiang, Zhao Cao, Jin Yu

In Proceedings of the ACM on Web Conference 2024, 3952-3963

What Matters in Training a GPT4-Style Language Model with Multimodal Inputs?

Yan Zeng, Hanbo Zhang, Jiani Zheng, Jiangnan Xia, Guoqiang Wei, Yang Wei, Yuchen Zhang, Tao Kong, Ruihua Song

In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL2024), 7930-7957

Parrot: Enhancing Multi-turn Instruction Following for Large Language Models

Yuchong Sun, Che Liu, Kun Zhou, Jinwen Huang, Ruihua Song, Wayne Xin Zhao, Fuzheng Zhang, Di Zhang, Kun Gai

In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL2024), 9729-9750

Persuading across Diverse Domains: a Dataset and Persuasion Large Language Model

Chuhao Jin, Kening Ren, Lingzhen Kong, Xiting Wang, Ruihua Song, Huan Chen

In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL2024), 1678-1706

See or Guess: Counterfactually Regularized Image Captioning

Qian Cao, Xu Chen, Ruihua Song, Xiting Wang, Xinting Huang, Yuchen Ren

In Proceedings of the 32nd ACM International Conference on Multimedia (MM2024), 965-974

TiVA: Time-aligned Video-to-audio Generation

Xihua Wang, Yuyue Wang, Yihan Wu, Ruihua Song, Xu Tan, Zehua Chen, Hongteng Xu, Guodong Sui

In Proceedings of the 32nd ACM International Conference on Multimedia (MM2024), 573-582

ViCo: Engaging Video Comment Generation with Human Preference Rewards

Yuchong Sun, Bei Liu, Xu Chen, Ruihua Song, Jianlong Fu

In Proceedings of the 6th ACM International Conference on Multimedia in Asia (MM Asia 2024)

2023

Videodubber: Machine Translation with Speech-aware Length Control for Video Dubbing

Yihan Wu, Junliang Guo, Xu Tan, Chen Zhang, Bohan Li, Ruihua Song, Lei He, Sheng Zhao, Arul Menezes, Jiang Bian

In Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13772-13779

TeViS: Translating Text Synopses to Video Storyboards

Xu Gu, Yuchong Sun, Feiyue Ni, Shizhe Chen, Xihua Wang, Ruihua Song, Boyuan Li, Xiang Cao

In Proceedings of the 31st ACM International Conference on Multimedia (MM2023), 4968-4979

TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World

Hongpeng Lin, Ludan Ruan, Wenke Xia, Peiyu Liu, Jingyuan Wen, Yixin Xu, Di Hu, Ruihua Song, Wayne Xin Zhao, Qin Jin, Zhiwu Lu

In Proceedings of the 31st ACM International Conference on Multimedia (MM2023), 1303-1313

2022

Leveraging Narrative to Generate Movie Script

Yutao Zhu, Ruihua Song, Jian-Yun Nie, Pan Du, Zhicheng Dou, Jin Zhou

ACM Transactions on Information Systems (TOIS) 40 (4), 1-32

Towards Artificial General Intelligence via a Multimodal Foundation Model

Nanyi Fei, Zhiwu Lu, Yizhao Gao, Guoxing Yang, Yuqi Huo, Jingyuan Wen, Haoyu Lu, Ruihua Song, Xin Gao, Tao Xiang, Hao Sun, Ji-Rong Wen

Nature Communications 13 (1), 3094

Multi-modal Experience Inspired AI Creation

Qian Cao, Xu Chen, Ruihua Song, Hao Jiang, Guang Yang, Zhao Cao

In Proceedings of the 30th ACM International Conference on Multimedia (MM2022), 1445-1454

Long-form Video-language Pre-training with Multimodal Temporal Contrastive Learning

Yuchong Sun, Hongwei Xue, Ruihua Song, Bei Liu, Huan Yang, Jianlong Fu

In Proceedings of NeurIPS2022, 38032-38045

2021

Pre-trained Models: Past, Present and Future

Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, W

AI Open 2, 225-250

WenLan: Bridging Vision and Language by Large-scale Multi-modal Pre-training

Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, Guoxing Yang, Jingyuan Wen, Heng Zhang, Baogui Xu, Weihao Zheng, Zongzheng Xi, Yueqian Yang, Anwen Hu, Jinming Zhao, Ruichen Li, Yida Zhao, Liang Zhang, Yuqing Song, Xin Hong, Wanqing Cui, Danyan

arXiv preprint arXiv:2103.06561

2020

ScriptWriter: Narrative-Guided Script Generation

Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun NIE and Jin Zhou

In Proceedings of ACL2020

What If Bots Feel Moods? Towards Controllable Retrieval-based Dialogue Systems with Emotion-Aware Transition Networks

Lisong Qiu, Ying Wai Shiu, Pingping Lin, Ruihua Song, Yue Liu, Dongyan Zhao and Rui Yan

In Proceedings of ACM SIGIR2020

ScriptWriter: Narrative-Guided Script Generation

Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun NIE and Jin Zhou

To appear in Proceedings of ACL 2020, 2020

What If Bots Feel Moods? Towards Controllable Retrieval-based Dialogue Systems with Emotion-Aware Transition Networks

Lisong Qiu, Ying Wai Shiu, Pingping Lin, Ruihua Song, Yue Liu, Dongyan Zhao and Rui Yan

To appear in Proceedings of ACM SIGIR 2020, 2020

2019

"Love is as Complex as Math?" Metaphor Generation System for Social Chatbot

Danning Zheng, Ruihua Song, Tianran Hu, Hao Fu, and Jin Zhou

In Proceedings of the 20th Chinese Lexical Semantic Workshop (CLSW 2019)

Attitude Detection for One-Round Conversation: jointly Extracting Target-Polarity Pairs

Zhaohao Zeng, Pingping Lin, Ruihua Song, and Tetsuya Sakai

In Proceedings of WSDM2019

Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences

Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, and Jin Zhou

In Proceedings of the 27th ACM International Conference on Multimedia (MM2019)

"Love is as Complex as Math": Metaphor Generation System for Social Chatbot

Danning Zheng, Ruihua Song, Tianran Hu, Hao Fu, and Jin Zhou

In Proceedings of the 20th Chinese Lexical Semantic Workshop (CLSW 2019), Outstanding Paper Award, 2019.

From Text to Sound: a Preliminary Study on Retrieving Sound Effects to Radio Stories

Songwei Ge, Curtis Xuan, Ruihua Song, Chao Zou, Wei Liu, and Jin Zhou

In Proceedings of SIGIR'19, 2019.

Composing a Picture Book by Automatic Story Understanding and Visualization

Xiaoyu Qi, Ruihua Song, Chunting Wang, Jin Zhou, and Tetsuya Sakai

In Proceedings of ACL Storytelling Workshop 2019, 2019

Attitude Detection for One-Round Conversation: jointly Extracting Target-Polarity Pairs

Zhaohao Zeng, Pingping Lin, Ruihua Song, and Tetsuya Sakai

In Proceedings of WSDM2019, 2019

Personalized Reason Generation for Explainable Song Recommendation

Guoshuai Zhao, Hao Fu, Ruihua Song, Tetsuya Sakai, Zhongxia Chen, Xing Xie, and Xueming Qian

ACM Transactions on Intelligent Systems and Technology (TIST) 10(4), 2019

Neural Response Generation with Relevant Emotions for Short Text Conversation

Zhongxia Chen, Ruihua Song, Xing Xie, Jian-Yun Nie, Xiting Wang, Fuzheng Zhang, and Enhong Chen

In Proceedings ofNLPCC 2019, 2019

Evaluating Image-Inspired Poetry Generation

Chao-Chung Wu, Ruihua Song, Tetsuya Sakai, Wen-Feng Cheng, Xing Xie, and Shou-De Lin

In Proceedings of NLPCC 2019, 2019

Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences

Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, and Jin Zhou

In Proceedings of ACM Multimedia 2019, 2019

Attitude Detection for One-Round Conversation: Jointly Extracting Target-Polarity Pairs

Zhaohao Zeng, Ruihua Song, Pingping Lin, Tetsuya Sakai

JIP 27: 742-751, 2019

2018

Personalized Search

Ji-Rong Wen, Zhicheng Dou, Ruihua Song

Encyclopedia of Database Systems (2nd edition)

Image Inspired Poetry Generation in XiaoIce

Wen-Feng Cheng, Chao-Chung Wu, Ruihua Song, Jianlong Fu, Xing Xie, and Jian-Yun Nie

arXiv preprint arXiv:1808.03090

Image Inspired Poetry Generation in XiaoIce

Wen-Feng Cheng, Chao-Chung Wu, Ruihua Song, Jianlong Fu, Xing Xie, and Jian-Yun Nie

arXiv preprint arXiv:1808.03090. 2018

Why You Should Listen to This Song: Reason Generation for Explainable Recommendation

Guoshuai Zhao, Hao Fu, Ruihua Song, Tetsuya Sakai, Xing Xie, and Xueming Qian

In Proceedings of ICDM Workshops 2018, 2018.

2017

Understanding People Lifestyles: Construction of Urban Movement Knowledge Graph from GPS Trajectory

Chenyi Zhuang, Nicholas Jing Yuan, Ruihua Song, Xing Xie, Qiang Ma:

In Proceedings of IJCAI2017: 3616-3623

A World of Difference: Divergent Word Interpretations Among People

Tianran Hu, Ruihua Song, Maya Abtahian, Philip Ding, Xing Xie, Jiebo Luo:

ICWSM2017: 548-551

Search by Screenshots for Universal Article Clipping in Mobile Apps

Kazutoshi Umemoto, Ruihua Song, Jian-Yun Nie, Xing Xie, Katsumi Tanaka, Yong Rui:

ACM Transaction on Information Systems (TOIS) 35(4): 34:1-34:29

Understanding People Lifestyles: Construction of Urban Movement Knowledge Graph from GPS Trajectory

Chenyi Zhuang,Nicholas Jing Yuan,Ruihua Song,Xing Xie,Qiang Ma

In Proceedings of IJCAI2017:3616-3623, 2017.

A World of Difference: Divergent Word Interpretations Among People

Tianran Hu,Ruihua Song,Maya Abtahian,Philip Ding,Xing Xie,Jiebo Luo

ICWSM2017:548-551, 2017

Search by Screenshots for Universal Article Clipping in Mobile Apps

Kazutoshi Umemoto,Ruihua Song,Jian-Yun Nie,Xing Xie,Katsumi Tanaka,Yong Rui

ACM Transaction on Information Systems(TOIS).35(4):34:1-34:29, 2017.

2016

Automatically Mining Facets for Queries from Their Search Results

Zhicheng Dou, Zhengbao Jiang, Sha Hu, Ji-Rong Wen, Ruihua Song

IEEE Transactions on Knowledge and Data Engineering 28 (2), 385-397

Enhancing Web Search with Queries of Equivalent Intents

Ruihua Song, Dingquan Wang, Jian-Yun Nie, Ji-Rong Wen, and Yong Yu

Information Retrieval Journal 19(6), 573-593

Mining Shopping Patterns for Divergent Urban Regions by Incorporating Mobility Data

Tianran Hu, Ruihua Song, Yingzi Wang, Xing Xie, and Jiebo Luo

In Proceedings of CIKM'16

Automatically Mining Facets for Queries from Their Search Results

Zhicheng Dou, Zhengbao Jiang, Sha Hu, Ji-Rong Wen, Ruihua Song

IEEE Transactions on Knowledge and Data Engineering 28 (2), 385-397, 2016

Enhancing Web Search with Queries of Equivalent Intents

Ruihua Song, Dingquan Wang, Jian-Yun Nie, Ji-Rong Wen, and Yong Yu

Information Retrieval Journal 19(6), 573-593, 2016.

Microsoft Research Asia at NTCIR-12 STC Task

Zhongxia Chen, Ruihua Song, and Xing Xie

In Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-12), 2016

UniClip: Leveraging Web Search for Universal Clipping of Articles on Mobile

Ruihua Song, Kazutoshi Umemoto, Jian-Yun Nie, Xing Xie, Katsumi Tanaka, Yong Rui

Data Science and Engineering 1 (2), 101-113, 2016

Mining Shopping Patterns for Divergent Urban Regions by Incorporating Mobility Data

Tianran Hu, Ruihua Song, Yingzi Wang, Xing Xie, and Jiebo Luo

In Proceedings of CIKM'16, 2016.

2015

Mobile Query Recommendation via Tensor Function Learning

Zhou Zhao, Ruihua Song, Xing Xie, Xiaofei He, Yueting Zhuang

In Proceedings of the 24th International Conference on Artificial Intelligence (AAAI'15)

Personalized Web Search.

Personalized Web Search.

Encyclopedia of Database Systems (2nd edition)

Mobile Query Recommendation via Tensor Function Learning

Zhou Zhao, Ruihua Song, Xing Xie, Xiaofei He, Yueting Zhuang

In Proceedings of the 24th International Conference on Artificial Intelligence (AAAI'15), 2015

2013

Diversified Search Evaluation: Lessons from the NTCIR-9 INTENT Task

Tetsuya Sakai and Ruihua Song

Information Retrieval Journal 16(4)

Mining Subtopics from Text Fragments for a Web Query

Qinglei Wang, Yanan Qian, Ruihua Song, Zhicheng Dou, Fan Zhang, Tetsuya Sakai, and Qinghua Zheng

In Information Retrieval Journal 16(4), 2013.

Diversified Search Evaluation: Lessons from the NTCIR-9 INTENT Task

Tetsuya Sakai and Ruihua Song

Information Retrieval Journal 16(4), 2013.

2012

The Reusability of a Diversified Search Test Collection

Tetsuya Sakai, Zhicheng Dou, Ruihua Song, and Noriko Kando

In Proceedings of AIRS2012

Adaptive Query Suggestion for Difficult Queries

Yang Liu, Ruihua Song, Yu Chen, Jian-Yun Nie, and Ji-Rong Wen

In Proceedings of SIGIR2012

The Reusability of a Diversified Search Test Collection

Tetsuya Sakai, Zhicheng Dou, Ruihua Song, and Noriko Kando

In Proceedings of AIRS2012, Best Paper Award, 2012.

Diversified Search Evaluation: Lessons from the NTCIR-9 INTENT Task

Tetsuya Sakai and Ruihua Song

Information Retrieval, 2012.

New Assessment Criteria for Query Suggestion

Zhongrui Ma, Yu Chen, Ruihua Song, Tetsuya Sakai, Jiaheng Lu, and Ji-Rong Wen

In Proceedings of SIGIR2012 (short paper), 2012.

Adaptive Query Suggestion for Difficult Queries

Yang Liu, Ruihua Song, Yu Chen, Jian-Yun Nie, and Ji-Rong Wen

In Proceedings of SIGIR2012, 2012.

2011

Select-the-Best-Ones: A New Way to Judge Relative Relevance

Ruihua Song, Qingwei Guo, Ruochi Zhang, Guomao Xin, Ji-Rong Wen, Yong Yu, and Hsiao-Wuen

Information Processing and Management, Vol. 47, No. 1, pp. 37-52

Multi-dimensional Search Result Diversification

Zhicheng Dou, Sha Hu, Kun Chen, Ruihua Song, and Ji-Rong Wen

In Proceedings of WSDM'11

Evaluating Diversified Search Results Using Per-Intent Graded Relevance

Tetsuya Sakai and Ruihua Song

In Proceedings of ACM SIGIR2011

Finding Dimensions for Queries

Zhicheng Dou, Sha Hu, Yulong Luo, Ruihua Song, and Ji-Rong Wen

In Proceedings of CIKM2011

Overview of the NTCIR-9 INTENT Task

Ruihua Song, Min Zhang, Tetsuya Skai, Makoto P. Kato, Yiqun Liu, Miho Sugimoto, Qinglei Wang, and Naoki Orii

In Proceedings of NTCIR-9

Select-the-Best-Ones: A New Way to Judge Relative Relevance

Ruihua Song, Qingwei Guo, Ruochi Zhang, Guomao Xin, Ji-Rong Wen, Yong Yu, and Hsiao-Wuen

Information Processing and Management, Vol. 47, No. 1. (06 January 2011), pp. 37-52.

A Proximity Probabilistic Model for Information Retrieval

Ruihua Song, Liqian Yu, Ji-Rong Wen, and Hsiao-Wuen

No. MSR-TR-2011-7, 2011.

Multi-dimensional Search Result Diversification

Zhicheng Dou, Sha Hu, Kun Chen, Ruihua Song, and Ji-Rong Wen

In Proceedings of WSDM'11, February 2011.

Evaluating Diversified Search Results Using Per-Intent Graded Relevance

Tetsuya Sakai and Ruihua Song

In Proceedings of ACM SIGIR 2011, 2011.

Finding Dimensions for Queries

Zhicheng Dou, Sha Hu, Yulong Luo, Ruihua Song, and Ji-Rong Wen

In Proceedings of CIKM2011, 2011.

Overview of the NTCIR-9 INTENT Task

Ruihua Song, Min Zhang, Tetsuya Skai, Makoto P. Kato, Yiqun Liu, Miho Sugimoto, Qinglei Wang, and Naoki Orii

In Proceedings of NTCIR-9, 2011.

2009

Efficient Record-Level Wrapper Induction

Shuyi Zheng, Ruihua Song, Ji-Rong Wen, and C. Lee Giles

In Proceedings of CIKM'09

Using Anchor Texts with Their Hyperlink Structure for Web Search

Zhicheng Dou, Ruihua Song, Jian-Yun Nie, and Ji-Rong Wen

In Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR'09)

Clustering Queries for Better Document Ranking

Yi Liu, Liangjie Zhang, Ruihua Song, Jian-Yun Nie, and Ji-Rong Wen

In Proceedings of CIKM'09 (short paper)

Efficient Record-Level Wrapper Induction

Shuyi Zheng, Ruihua Song, Ji-Rong Wen, and C. Lee Giles

In Proceedings of CIKM'09, 2009.

Using Anchor Texts with Their Hyperlink Structure for Web Search

Zhicheng Dou, Ruihua Song, Jian-Yun Nie, and Ji-Rong Wen

In Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR '09). 2009.

Clustering Queries for Better Document Ranking

Yi Liu, Liangjie Zhang, Ruihua Song, Jian-Yun Nie, and Ji-Rong Wen

In Proceedings of CIKM'09 (short paper), 2009.

2008

Viewing Term Proximity from a Different Perspective

Ruihua Song, Michael J. Taylor, Ji-Rong Wen, Hsiao-Wuen Hon, and Yongyu

In Proceedings of the 30th European Conference on Information Retrieval

Are Click-Through Data Adequate for Learning Web Search Rankings?

Zhicheng Dou, Ruihua Song, Xiaojie Yuan, and Ji-Rong Wen

In Proceedings of The 17th ACM Conference on Information and Knowledge Management

Identification of Ambiguous Queries in Web Search

Ruihua Song, Zhenxiao Luo, Jian-Yun Nie, Yong Yu, and Hsiao-Wuen Hon

Information Processing and Management

Viewing Term Proximity from a Different Perspective

Ruihua Song, Michael J. Taylor, Ji-Rong Wen, Hsiao-Wuen Hon, and Yongyu

In Proceedings of the 30th European Conference on Information Retrieval 2008. 2008.

Are Click-Through Data Adequate for Learning Web Search Rankings?

Zhicheng Dou, Ruihua Song, Xiaojie Yuan, and Ji-Rong Wen

In Proceedings of The 17th ACM Conference on Information and Knowledge Management. 2008.

Identification of Ambiguous Queries in Web Search

Ruihua Song, Zhenxiao Luo, Jian-Yun Nie, Yong Yu, and Hsiao-Wuen Hon

Information Processing and Management. 2008.

2007

Template-Independent News Extraction Based on Visual Consistency

Shuyi Zheng, Ruihua Song, and Ji-Rong Wen

In the Proceedings of AAAI 2007

Joint Optimization of Template Detection and Wrapper Generation

Shuyi Zheng, Ruihua Song, and Ji-Rong Wen

In the Proceedings of SIGKDD 2007

Pictor: an interactive system for importing data from a website

Shuyi Zheng, Matthew R. Scott, Ruihua Song, and Ji-Rong Wen

In the Proceedings of SIGKDD 2008 (demo)

A Large-scale Evaluation and Analysis of Personalized Search Strategies

Zhicheng Dou, Ruihua Song, and Ji-Rong Wen

In Proceedings of the 16th International Conference on World Wide Web

Identify Ambiguous Queries in Web Search

Ruihua Song, Zhenxiao Luo, Ji-Rong Wen, Yong Yu, and Hsiao-Wuen Hon

In Proceedings of the 16th International Conference on World Wide Web (poster)

Template-Independent News Extraction Based on Visual Consistency

Shuyi Zheng, Ruihua Song, and Ji-Rong Wen

In the Proceedings of AAAI 2007, 2007

Joint Optimization of Template Detection and Wrapper Generation

Shuyi Zheng, Ruihua Song, and Ji-Rong Wen

In the Proceedings of SIGKDD 2007, 2007

Pictor: an interactive system for importing data from a website

Shuyi Zheng, Matthew R. Scott, Ruihua Song, and Ji-Rong Wen

In the Proceedings of SIGKDD 2008 (demo), 2007

A Large-scale Evaluation and Analysis of Personalized Search Strategies

Zhicheng Dou, Ruihua Song, and Ji-Rong Wen

In Proceedings of the 16th International Conference on World Wide Web 2007. 2007.

Identify Ambiguous Queries in Web Search

Ruihua Song, Zhenxiao Luo, Ji-Rong Wen, Yong Yu, and Hsiao-Wuen Hon

In Proceedings of the 16th International Conference on World Wide Web 2007 (poster). 2007.

2006

Exploring URL Hit Priors for Web Search

Ruihua Song, Guomao Xin, Shuming Shi, Ji-Rong Wen, and Wei-Ying Ma

In Proceedings of the 28th European Conference on Information Retrieval (ECIR'06)

Exploring URL Hit Priors for Web Search

Ruihua Song, Guomao Xin, Shuming Shi, Ji-Rong Wen, and Wei-Ying Ma

In Proceedings of the 28th European Conference on Information Retrieval (ECIR'06). London, United Kingdom, April 10-12, 2006.

2005

Title Extraction from Bodies of HTML Documents and its Application to Web Page Retrieval

Yunhua Hu, Guomao Xin, Ruihua Song, Guoping Hu, Shuming Shi, Yunbo Cao, and Hang Li

In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'05)

Gravitation-based Model for Information Retrieval

Shuming Shi, Ji-Rong Wen, Qing Yu, Ruihua Song, and Wei-Ying Ma

In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'05)

Efficient Browsing of Web Search Results on Mobile Devices Based on Block Importance Model

Xing Xie, Gengxin Miao, Ruihua Song, Ji-Rong Wen, and Wei-Ying Ma

PerCom 2005: 17-26

Microsoft Research Asia at Web Track and Terabyte Track of TREC 2004

Ruihua Song, Ji-Rong Wen, Shuming Shi, Guomao Xin, Tie-Yan Liu, et al

In 2004 Text REtrieval Conference (TREC'04).

Title Extraction from Bodies of HTML Documents and its Application to Web Page Retrieval

Yunhua Hu, Guomao Xin, Ruihua Song, Guoping Hu, Shuming Shi, Yunbo Cao, and Hang Li

In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'05). Salvador, Brazil, August 15-19, 2005.

Gravitation-based Model for Information Retrieval

Shuming Shi, Ji-Rong Wen, Qing Yu, Ruihua Song, and Wei-Ying Ma

In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'05). Salvador, Brazil, August 15-19, 2005.

2004

Learning Block Importance Models for Web Pages

Ruihua Song, Haifeng Liu, Ji-Rong Wen, and Wei-Ying Ma

WWW 2004: 203-211

Microsoft Research Asia at Web Track and Terabyte Track of TREC 2004

Ruihua Song, Ji-Rong Wen, Shuming Shi, Guomao Xin, Tie-Yan Liu, et al

In Proceedings of TREC'04

Learning Block Importance Models for Web Pages

Ruihua Song, Haifeng Liu, Ji-Rong Wen, and Wei-Ying Ma

WWW 2004: 203-211

2003

A HTML Page Segmentation Approach for Enhancing Chinese Search Engine

Ruihua Song, Gang Chen, and Shaoping Ma

In Journal of Chinese Information, Volume 7

Microsoft Research Asia at the Web Track of TREC 2003

Ji-Rong Wen, Ruihua Song, Deng Cai, Kaihua Zhu, Shipeng Yu, Shaozhi Ye, and Wei-Ying Ma

In Proceedings of TREC'03

A HTML Page Segmentation Approach for Enhancing Chinese Search Engine

Ruihua Song, Gang Chen, and Shaoping Ma

In Journal of Chinese Information, Volume 7, 2003

DF or IDF? On the Use of HTML Primary Feature Fields for Web IR

Min Zhang, Ruihua Song, and Shaoping Ma

In the Proceedings of WWW2003 (poster), p264, 2003

Microsoft Research Asia at the Web Track of TREC 2003

Ji-Rong Wen, Ruihua Song, Deng Cai, Kaihua Zhu, Shipeng Yu, Shaozhi Ye, and Wei-Ying Ma

TREC 2003: 408-417

2002

THU TREC 2002: Web Track Experiments

Min Zhang, Ruihua Song, Chuan Lin, Liang Ma, Zhe Jiang, Yijiang Jin, Yiqun Liu, Le Zhao, and Shaoping Ma

In Proceedings of TREC'02

THU TREC 2002: Novelty Track Experiments

Min Zhang, Ruihua Song, Chuan Lin, Liang Ma, Zhe Jiang, Yijiang Jin, Yiqun Liu, Le Zhao, and Shaoping Ma

In Proceedings of TREC'02

Passage Retrieval on Web Data

Rui-Hua Song, Shao-Ping Ma, and Min Zhang

In Proceedings of the 1st IEEE International Conference on Machine Learning and Cybernetics, 2002.

THU TREC 2002: Web Track Experiments

Min Zhang, Ruihua Song, Chuan Lin, Liang Ma, Zhe Jiang, Yijiang Jin, Yiqun Liu, Le Zhao, and Shaoping Ma

In Proceedings of Text Retrieval Conference 2002, 2002.

THU TREC 2002: Novelty Track Experiments

Min Zhang, Ruihua Song, Chuan Lin, Liang Ma, Zhe Jiang, Yijiang Jin, Yiqun Liu, Le Zhao, and Shaoping Ma

In Proceedings of Text Retrieval Conference 2002, 2002.