Improving Text Embeddings with Large Language Models - Liang Wang; Nan Yang; Xiaolong Huang; Linjun Yang; Rangan Majumder; Furu Wei (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

StraGo: Harnessing Strategic Guidance for Prompt Optimization - Yurong Wu; Yan Gao; Bin Zhu; Zineng Zhou; Xiaodi Sun; Sheng Yang; Jian-Guang Lou; Zhiming Ding; Linjun Yang (Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, 2024)

AMPO: Automatic Multi-Branched Prompt Optimization - Sheng Yang; Yurong Wu; Yan Gao; Zineng Zhou; Bin Zhu; Xiaodi Sun; Jian-Guang Lou; Zhiming Ding; Anbang Hu; Yuan Fang; Yunsong Li; Junyan Chen; et al. (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

LEAD: Liberal Feature-based Distillation for Dense Retrieval - Hao Sun; Xiao Liu; Yeyun Gong; Anlei Dong; Jingwen Lu; Yan Zhang; Linjun Yang; Rangan Majumder; Nan Duan (Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024, 2024)

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels - Qi Chen; Xiubo Geng; Corby Rosset; Carolyn Buractaon; Jingwen Lu; Tao Shen; Kun Zhou; Chenyan Xiong; Yeyun Gong; Paul N. Bennett; Nick Craswell; Xing Xie; et al. (Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024, 2024)

Improving Text Embeddings with Large Language Models - Liang Wang; Nan Yang; Xiaolong Huang; Linjun Yang; Rangan Majumder; Furu Wei (CoRR, 2024)

Multilingual E5 Text Embeddings: A Technical Report - Liang Wang; Nan Yang; Xiaolong Huang; Linjun Yang; Rangan Majumder; Furu Wei (CoRR, 2024)

MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels - Qi Chen; Xiubo Geng; Corby Rosset; Carolyn Buractaon; Jingwen Lu; Tao Shen; Kun Zhou; Chenyan Xiong; Yeyun Gong; Paul N. Bennett; Nick Craswell; Xing Xie; et al. (CoRR, 2024)

StraGo: Harnessing Strategic Guidance for Prompt Optimization - Yurong Wu; Yan Gao; Bin Benjamin Zhu; Zineng Zhou; Xiaodi Sun; Sheng Yang; Jian-Guang Lou; Zhiming Ding; Linjun Yang (CoRR, 2024)

AMPO: Automatic Multi-Branched Prompt Optimization - Sheng Yang; Yurong Wu; Yan Gao; Zineng Zhou; Bin Benjamin Zhu; Xiaodi Sun; Jian-Guang Lou; Zhiming Ding; Anbang Hu; Yuan Fang; Yunsong Li; Junyan Chen; et al. (CoRR, 2024)

Few-shot biomedical image segmentation using diffusion models: Beyond image generation - Bardia Khosravi; Pouria Rouzrokh; John P. Mickley; Shahriar Faghani; Kellen L. Mulford; Linjun Yang; A. Noelle Larson; Benjamin M. Howe; Bradley J. Erickson; Michael J. Taunton; Cody C. Wyles (Comput. Methods Programs Biomed., 2023)

Large Search Model: Redefining Search Stack in the Era of LLMs - Liang Wang; Nan Yang; Xiaolong Huang; Linjun Yang; Rangan Majumder; Furu Wei (SIGIR Forum, 2023)

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval - Liang Wang; Nan Yang; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang; Rangan Majumder; Furu Wei (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Allies: Prompting Large Language Model with Beam Search - Hao Sun; Xiao Liu; Yeyun Gong; Yan Zhang; Daxin Jiang; Linjun Yang; Nan Duan (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval - Tao Shen; Xiubo Geng; Chongyang Tao; Can Xu; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang (The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023)

Inference with Reference: Lossless Acceleration of Large Language Models - Nan Yang; Tao Ge; Liang Wang; Binxing Jiao; Daxin Jiang; Linjun Yang; Rangan Majumder; Furu Wei (CoRR, 2023)

BeamSearchQA: Large Language Models are Strong Zero-Shot QA Solver - Hao Sun; Xiao Liu; Yeyun Gong; Anlei Dong; Jingwen Lu; Yan Zhang; Daxin Jiang; Linjun Yang; Rangan Majumder; Nan Duan (CoRR, 2023)

Large Search Model: Redefining Search Stack in the Era of LLMs - Liang Wang; Nan Yang; Xiaolong Huang; Linjun Yang; Rangan Majumder; Furu Wei (CoRR, 2023)

Less is Less: When are Snippets Insufficient for Human vs Machine Relevance Estimation? - Gabriella Kazai; Bhaskar Mitra; Anlei Dong; Nick Craswell; Linjun Yang (Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II, 2022)

Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation? - Gabriella Kazai; Bhaskar Mitra; Anlei Dong; Nick Craswell; Linjun Yang (CoRR, 2022)

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval - Liang Wang; Nan Yang; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang; Rangan Majumder; Furu Wei (CoRR, 2022)

LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval - Tao Shen; Xiubo Geng; Chongyang Tao; Can Xu; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang (CoRR, 2022)

Text Embeddings by Weakly-Supervised Contrastive Pre-training - Liang Wang; Nan Yang; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang; Rangan Majumder; Furu Wei (CoRR, 2022)

LEAD: Liberal Feature-based Distillation for Dense Retrieval - Hao Sun; Xiao Liu; Yeyun Gong; Anlei Dong; Jian Jiao; Jingwen Lu; Yan Zhang; Daxin Jiang; Linjun Yang; Rangan Majumder; Nan Duan (CoRR, 2022)

xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering - Nan Yang; Furu Wei; Binxing Jiao; Daxing Jiang; Linjun Yang (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

Embedding-based Retrieval in Facebook Search - Jui-Ting Huang; Ashish Sharma; Shuying Sun; Li Xia; David Zhang; Philip Pronin; Janani Padmanabhan; Giuseppe Ottaviano; Linjun Yang (KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020, 2020)

Embedding-based Retrieval in Facebook Search - Jui-Ting Huang; Ashish Sharma; Shuying Sun; Li Xia; David Zhang; Philip Pronin; Janani Padmanabhan; Giuseppe Ottaviano; Linjun Yang (CoRR, 2020)

CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise - Kuang-Huei Lee; Xiaodong He; Lei Zhang; Linjun Yang (2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Web-Scale Responsive Visual Search at Bing - Houdong Hu; Yan Wang; Linjun Yang; Pavel Komlev; Li Huang; Xi Stephen Chen; Jiapei Huang; Ye Wu; Meenaz Merchant; Arun Sacheti (Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018, 2018)

Web-Scale Responsive Visual Search at Bing - Houdong Hu; Yan Wang; Linjun Yang; Pavel Komlev; Li Huang; Xi Stephen Chen; Jiapei Huang; Ye Wu; Meenaz Merchant; Arun Sacheti (CoRR, 2018)

CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise - Kuang-Huei Lee; Xiaodong He; Lei Zhang; Linjun Yang (CoRR, 2017)

Exploration of Image Search Results Quality Assessment - Xinmei Tian; Yijuan Lu; Nate Stender; Linjun Yang; Dacheng Tao (IEEE Trans. Big Data, 2015)

Image Search Reranking With Hierarchical Topic Awareness - Xinmei Tian; Linjun Yang; Yijuan Lu; Qi Tian; Dacheng Tao (IEEE Trans. Cybern., 2015)

Mining Latent Attributes From Click-Through Logs for Image Recognition - Yi-Jie Lu; Linjun Yang; Kuiyuan Yang; Yong Rui (IEEE Trans. Multim., 2015)

Image Relevance Prediction Using Query-Context Bag-of-Object Retrieval Model - Yang Yang; Linjun Yang; Gangshan Wu; Shipeng Li (IEEE Trans. Multim., 2014)

Predicting Failing Queries in Video Search - Christoph Kofler; Linjun Yang; Martha A. Larson; Tao Mei; Alan Hanjalic; Shipeng Li (IEEE Trans. Multim., 2014)

Vascular Tree Segmentation in Medical Images Using Hessian-Based Multiscale Filtering and Level Set Method - Jiaoying Jin; Linjun Yang; Xuming Zhang; Mingyue Ding (Comput. Math. Methods Medicine, 2013)

Learning to Rerank Web Images - Linjun Yang; Alan Hanjalic (IEEE Multim., 2013)

Large-Scale Near-Duplicate Web Video Retrieval: Challenges and Approaches - Yang Cai; Linjun Yang (IEEE Multim., 2013)

Searching for images by video - Linjun Yang; Yang Cai; Alan Hanjalic; Xian-Sheng Hua; Shipeng Li (Int. J. Multim. Inf. Retr., 2013)

GPS Estimation for Places of Interest From Social Users' Uploaded Photos - Jing Li; Xueming Qian; Yuan Yan Tang; Linjun Yang; Tao Mei (IEEE Trans. Multim., 2013)

Semantic-Spatial Matching for image classification - Yupeng Yan; Xinmei Tian; Linjun Yang; Yijuan Lu; Houqiang Li (Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, ICME 2013, San Jose, CA, USA, July 15-19, 2013, 2013)

Clickage: towards bridging semantic and intent gaps via mining click logs of search engines - Xian-Sheng Hua; Linjun Yang; Jingdong Wang; Jing Wang; Ming Ye; Kuansan Wang; Yong Rui; Jin Li (ACM Multimedia Conference, MM '13, Barcelona, Spain, October 21-25, 2013, 2013)

GPS Estimation from Users' Photos - Jing Li; Xueming Qian; Yuan Yan Tang; Linjun Yang; Chaoteng Liu (Advances in Multimedia Modeling, 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part I, 2013)

Smart Thumbnail: Automatic Image Cropping by Mining Canonical Query Objects - Yang Yang; Linjun Yang; Gangshan Wu (Advances in Multimedia Information Processing - PCM 2013 - 14th Pacific-Rim Conference on Multimedia, Nanjing, China, December 13-16, 2013. Proceedings, 2013)

Query difficulty estimation for image retrieval - Yangxi Li; Bo Geng; Linjun Yang; Chao Xu; Wei Bian (Neurocomputing, 2012)

Ensemble Manifold Regularization - Bo Geng; Dacheng Tao; Chao Xu; Linjun Yang; Xian-Sheng Hua (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Ranking Model Adaptation for Domain-Specific Search - Bo Geng; Linjun Yang; Chao Xu; Xian-Sheng Hua (IEEE Trans. Knowl. Data Eng., 2012)

Correction to "Bayesian Visual Reranking" - Xinmei Tian; Linjun Yang; Jingdong Wang; Xiuqing Wu; Xian-Sheng Hua (IEEE Trans. Multim., 2012)

Prototype-Based Image Search Reranking - Linjun Yang; Alan Hanjalic (IEEE Trans. Multim., 2012)

Query Difficulty Prediction for Web Image Search - Xinmei Tian; Yijuan Lu; Linjun Yang (IEEE Trans. Multim., 2012)

Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding - Yangxi Li; Bo Geng; Dacheng Tao; Zheng-Jun Zha; Linjun Yang; Chao Xu (IEEE Trans. Multim., 2012)

Visually Summarizing Web Pages Through Internal and External Images - Binxing Jiao; Linjun Yang; Jizheng Xu; Qi Tian; Feng Wu (IEEE Trans. Multim., 2012)

A unified context model for web image retrieval - Linjun Yang; Bo Geng; Alan Hanjalic; Xian-Sheng Hua (ACM Trans. Multim. Comput. Commun. Appl., 2012)

Constrained keypoint quantization: towards better bag-of-words model for large-scale multimedia retrieval - Yang Cai; Wei Tong; Linjun Yang; Alexander G. Hauptmann (International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012, 2012)

A bag-of-objects retrieval model for web image search - Yang Yang; Linjun Yang; Gangshan Wu; Shipeng Li (Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29 - November 02, 2012, 2012)

When video search goes wrong: predicting query failure using search engine logs and visual search results - Christoph Kofler; Linjun Yang; Martha A. Larson; Tao Mei; Alan Hanjalic; Shipeng Li (Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29 - November 02, 2012, 2012)

Real-Time Video Copy-Location Detection in Large-Scale Repositories - Bo Liu; Zhu Li; Linjun Yang; Meng Wang; Xinmei Tian (IEEE Multim., 2011)

Latent visual context learning for web image applications - Wengang Zhou; Qi Tian; Yijuan Lu; Linjun Yang; Houqiang Li (Pattern Recognit., 2011)

Bayesian Visual Reranking - Xinmei Tian; Linjun Yang; Jingdong Wang; Xiuqing Wu; Xian-Sheng Hua (IEEE Trans. Multim., 2011)

Object Retrieval Using Visual Query Context - Linjun Yang; Bo Geng; Yang Cai; Alan Hanjalic; Xian-Sheng Hua (IEEE Trans. Multim., 2011)

The role of attractiveness in web image search - Bo Geng; Linjun Yang; Chao Xu; Xian-Sheng Hua; Shipeng Li (Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011, 2011)

Learning to judge image search results - Xinmei Tian; Yijuan Lu; Linjun Yang; Qi Tian (Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011, 2011)

Million-scale near-duplicate video retrieval system - Yang Cai; Linjun Yang; Wei Ping; Fei Wang; Tao Mei; Xian-Sheng Hua; Shipeng Li (Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011, 2011)

Video-based image retrieval - Linjun Yang; Yang Cai; Alan Hanjalic; Xian-Sheng Hua; Shipeng Li (Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011, 2011)

Difficulty guided image retrieval using linear multiview embedding - Yangxi Li; Bo Geng; Zheng-Jun Zha; Dacheng Tao; Linjun Yang; Chao Xu (Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011, 2011)

Learning from search engine and human supervision for web image search - Linjun Yang; Alan Hanjalic (Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011, 2011)

Visual query suggestion: Towards capturing user intent in internet image search - Zheng-Jun Zha; Linjun Yang; Tao Mei; Meng Wang; Zengfu Wang; Tat-Seng Chua; Xian-Sheng Hua (ACM Trans. Multim. Comput. Commun. Appl., 2010)

Latent visual context analysis for image re-ranking - Wengang Zhou; Qi Tian; Linjun Yang; Houqiang Li (Proceedings of the 9th ACM International Conference on Image and Video Retrieval, CIVR 2010, Xi'an, China, July 5-7, 2010, 2010)

Contextual image retrieval model - Linjun Yang; Bo Geng; Alan Hanjalic; Xian-Sheng Hua (Proceedings of the 9th ACM International Conference on Image and Video Retrieval, CIVR 2010, Xi'an, China, July 5-7, 2010, 2010)

Content-aware Ranking for visual search - Bo Geng; Linjun Yang; Chao Xu; Xian-Sheng Hua (The Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2010, San Francisco, CA, USA, 13-18 June 2010, 2010)

Compact projection: Simple and efficient near neighbor search with practical memory requirements - Kerui Min; Linjun Yang; John Wright; Lei Wu; Xian-Sheng Hua; Yi Ma (The Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2010, San Francisco, CA, USA, 13-18 June 2010, 2010)

Supervised reranking for web image search - Linjun Yang; Alan Hanjalic (Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010, 2010)

Real-time large scale near-duplicate web video retrieval - Lifeng Shang; Linjun Yang; Fei Wang; Kwok-Ping Chan; Xian-Sheng Hua (Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010, 2010)

Large-scale robust visual codebook construction - Darui Li; Linjun Yang; Xian-Sheng Hua; Hong-Jiang Zhang (Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010, 2010)

Visual Reranking with Local Learning Consistency - Xinmei Tian; Linjun Yang; Xiuqing Wu; Xian-Sheng Hua (Advances in Multimedia Modeling, 16th International Multimedia Modeling Conference, MMM 2010, Chongqing, China, January 6-8, 2010. Proceedings, 2010)

Visual summarization of web pages - Binxing Jiao; Linjun Yang; Jizheng Xu; Feng Wu (Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010, 2010)

Image Search Result Summarization with Informative Priors - Rui Liu; Linjun Yang; Xian-Sheng Hua (Computer Vision - ACCV 2009, 9th Asian Conference on Computer Vision, Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part III, 2009)

Ranking model adaptation for domain-specific search - Bo Geng; Linjun Yang; Chao Xu; Xian-Sheng Hua (Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009, 2009)

Ensemble manifold regularization - Bo Geng; Chao Xu; Dacheng Tao; Linjun Yang; Xian-Sheng Hua (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 20-25 June 2009, Miami, Florida, USA, 2009)

A Study of Language Model for Image Retrieval - Bo Geng; Linjun Yang; Chao Xu (ICDM Workshops 2009, IEEE International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009, 2009)

Tag quality improvement for social images - Dong Liu; Meng Wang; Linjun Yang; Xian-Sheng Hua; HongJiang Zhang (Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, ICME 2009, June 28 - July 2, 2009, New York City, NY, USA, 2009)

Efficient image and video re-coloring for colorblindness - Bo Liu; Meng Wang; Linjun Yang; Xiuqing Wu; Xian-Sheng Hua (Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, ICME 2009, June 28 - July 2, 2009, New York City, NY, USA, 2009)

Visual query suggestion - Zheng-Jun Zha; Linjun Yang; Tao Mei; Meng Wang; Zengfu Wang (Proceedings of the 17th International Conference on Multimedia 2009, Vancouver, British Columbia, Canada, October 19-24, 2009, 2009)

Query aware visual similarity propagation for image search reranking - Li Wang; Linjun Yang; Xinmei Tian (Proceedings of the 17th International Conference on Multimedia 2009, Vancouver, British Columbia, Canada, October 19-24, 2009, 2009)

Multiple-Instance Active Learning for Image Categorization - Dong Liu; Xian-Sheng Hua; Linjun Yang; Hong-Jiang Zhang (Advances in Multimedia Modeling, 15th International Multimedia Modeling Conference, MMM 2009, Sophia-Antipolis, France, January 7-9, 2009. Proceedings, 2009)

Query sampling for ranking learning in web search - Linjun Yang; Li Wang; Bo Geng; Xian-Sheng Hua (Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009, 2009)

Accommodating colorblind users in image search - Meng Wang; Bo Liu; Linjun Yang; Xian-Sheng Hua (Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009, 2009)

Tag ranking - Dong Liu; Xian-Sheng Hua; Linjun Yang; Meng Wang; Hong-Jiang Zhang (Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009, 2009)

Learning to tag - Lei Wu; Linjun Yang; Nenghai Yu; Xian-Sheng Hua (Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009, 2009)

Optimized video scene segmentation - Jingdong Wang; Xinmei Tian; Linjun Yang; Zheng-Jun Zha; Xian-Sheng Hua (Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, June 23-26 2008, Hannover, Germany, 2008)

Unbiased active learning for image retrieval - Bo Geng; Linjun Yang; Zheng-Jun Zha; Chao Xu; Xian-Sheng Hua (Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, June 23-26 2008, Hannover, Germany, 2008)

Transductive video annotation via local learnable kernel classifier - Xinmei Tian; Linjun Yang; Jingdong Wang; Xiuqing Wu; Xian-Sheng Hua (Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, June 23-26 2008, Hannover, Germany, 2008)

Collaborative learning for image and video annotation - Bo Geng; Linjun Yang; Chao Xu; Xian-Sheng Hua (Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2008, Vancouver, British Columbia, Canada, October 30-31, 2008, 2008)

Bayesian video search reranking - Xinmei Tian; Linjun Yang; Jingdong Wang; Yichen Yang; Xiuqing Wu; Xian-Sheng Hua (Proceedings of the 16th International Conference on Multimedia 2008, Vancouver, British Columbia, Canada, October 26-31, 2008, 2008)

A comprehensive human computation framework: with application to image labeling - Yang Yang; Bin B. Zhu; Rui Guo; Linjun Yang; Shipeng Li; Nenghai Yu (Proceedings of the 16th International Conference on Multimedia 2008, Vancouver, British Columbia, Canada, October 26-31, 2008, 2008)

MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search - Tao Mei; Zheng-Jun Zha; Yuan Liu; Meng Wang; Guo-Jun Qi; Xinmei Tian; Jingdong Wang; Linjun Yang; Xian-Sheng Hua (TRECVID 2008 workshop participants notebook papers, Gaithersburg, MD, USA, November 2008, 2008)

Online video recommendation based on multimodal fusion and relevance feedback - Bo Yang; Tao Mei; Xian-Sheng Hua; Linjun Yang; Shi-Qiang Yang; Mingjing Li (Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007, 2007)

Multi-modality web video categorization - Linjun Yang; Jiemin Liu; Xiaokang Yang; Xian-Sheng Hua (Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2007, Augsburg, Bavaria, Germany, September 24-29, 2007, 2007)

VideoSense: a contextual video advertising system - Tao Mei; Linjun Yang; Xian-Sheng Hua; Hao Wei; Shipeng Li (Proceedings of the 15th International Conference on Multimedia 2007, Augsburg, Germany, September 24-29, 2007, 2007)

VideoSense: towards effective online video advertising - Tao Mei; Xian-Sheng Hua; Linjun Yang; Shipeng Li (Proceedings of the 15th International Conference on Multimedia 2007, Augsburg, Germany, September 24-29, 2007, 2007)

VideoReach: an online video recommendation system - Tao Mei; Bo Yang; Xian-Sheng Hua; Linjun Yang; Shi-Qiang Yang; Shipeng Li (SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007, 2007)

MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search - Tao Mei; Xian-Sheng Hua; Wei Lai; Linjun Yang; Zheng-Jun Zha; Yuan Liu; Zhiwei Gu; Guo-Jun Qi; Meng Wang; Jinhui Tang; Xun Yuan; Zheng Lu; et al. (TRECVID 2007 workshop participants notebook papers, Gaithersburg, MD, USA, November 2007, 2007)

Post-Refinement of Shot Boundary Detection Based on Manifold Feature - Bei Wang; Linjun Yang; Hong Lu; Xiangyang Xue (J. Comput. Res. Dev., 2006)

Efficient Video Clip Retrieval Using Index Structure - Jing Zhang; Linjun Yang; Hong Lu; Xiangyang Xue; Yap-Peng Tan (IEEE 7th Workshop on Multimedia Signal Processing, MMSP 2005, October 30 2005 - November 2 2005, Shanghai, China, 2005)