Efficient Video Clip Retrieval Using Index Structure. - Jing Zhang; Linjun Yang; Hong Lu 001; Xiangyang Xue 001; Yap-Peng Tan (MMSP, 2005)

Post-Refinement of Shot Boundary Detection Based on Manifold Feature. - Bei Wang; Linjun Yang; Hong Lu 001; Xiangyang Xue 001 (J. Comput. Res. Dev., 2006)

Online video recommendation based on multimodal fusion and relevance feedback. - Bo Yang 008; Tao Mei 001; Xian-Sheng Hua 001; Linjun Yang; Shi-Qiang Yang; Mingjing Li (CIVR, 2007)

Multi-modality web video categorization. - Linjun Yang; Jiemin Liu; Xiaokang Yang 001; Xian-Sheng Hua 001 (Multimedia Information Retrieval, 2007)

VideoSense: towards effective online video advertising. - Tao Mei 001; Xian-Sheng Hua 001; Linjun Yang; Shipeng Li 001 (ACM Multimedia, 2007)

VideoSense: a contextual video advertising system. - Tao Mei 001; Linjun Yang; Xian-Sheng Hua 001; Hao Wei; Shipeng Li 001 (ACM Multimedia, 2007)

VideoReach: an online video recommendation system. - Tao Mei 001; Bo Yang 008; Xian-Sheng Hua 001; Linjun Yang; Shi-Qiang Yang; Shipeng Li 001 (SIGIR, 2007)

MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search. - Tao Mei 001; Xian-Sheng Hua 001; Wei Lai; Linjun Yang; Zheng-Jun Zha; Yuan Liu 017; Zhiwei Gu; Guo-Jun Qi; Meng Wang 001; Jinhui Tang 001; Xun Yuan 001; Zheng Lu 002; et al. (TRECVID, 2007)

Unbiased active learning for image retrieval. - Bo Geng; Linjun Yang; Zheng-Jun Zha; Chao Xu 006; Xian-Sheng Hua 001 (ICME, 2008)

Transductive video annotation via local learnable kernel classifier. - Xinmei Tian 001; Linjun Yang; Jingdong Wang 001; Xiuqing Wu; Xian-Sheng Hua 001 (ICME, 2008)

Optimized video scene segmentation. - Jingdong Wang 001; Xinmei Tian 001; Linjun Yang; Zheng-Jun Zha; Xian-Sheng Hua 001 (ICME, 2008)

Collaborative learning for image and video annotation. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (Multimedia Information Retrieval, 2008)

Bayesian video search reranking. - Xinmei Tian 001; Linjun Yang; Jingdong Wang 001; Yichen Yang 001; Xiuqing Wu; Xian-Sheng Hua 001 (ACM Multimedia, 2008)

A comprehensive human computation framework: with application to image labeling. - Yang Yang 059; Bin B. Zhu; Rui Guo; Linjun Yang; Shipeng Li 001; Nenghai Yu (ACM Multimedia, 2008)

MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search. - Tao Mei 001; Zheng-Jun Zha; Yuan Liu 017; Meng Wang 001; Guo-Jun Qi; Xinmei Tian 001; Jingdong Wang 001; Linjun Yang; Xian-Sheng Hua 001 (TRECVID, 2008)

Image Search Result Summarization with Informative Priors. - Rui Liu; Linjun Yang; Xian-Sheng Hua 001 (ACCV (3), 2009)

A Study of Language Model for Image Retrieval. - Bo Geng; Linjun Yang; Chao Xu 006 (ICDM Workshops, 2009)

Tag quality improvement for social images. - Dong Liu 001; Meng Wang 001; Linjun Yang; Xian-Sheng Hua 001; HongJiang Zhang (ICME, 2009)

Efficient image and video re-coloring for colorblindness. - Bo Liu 005; Meng Wang 001; Linjun Yang; Xiuqing Wu; Xian-Sheng Hua 001 (ICME, 2009)

Query aware visual similarity propagation for image search reranking. - Li Wang; Linjun Yang; Xinmei Tian 001 (ACM Multimedia, 2009)

Visual query suggestion. - Zheng-Jun Zha; Linjun Yang; Tao Mei 001; Meng Wang 001; Zengfu Wang (ACM Multimedia, 2009)

Multiple-Instance Active Learning for Image Categorization. - Dong Liu 001; Xian-Sheng Hua 001; Linjun Yang; Hong-Jiang Zhang (MMM, 2009)

Accommodating colorblind users in image search. - Meng Wang 001; Bo Liu 005; Linjun Yang; Xian-Sheng Hua 001 (SIGIR, 2009)

Query sampling for ranking learning in web search. - Linjun Yang; Li Wang; Bo Geng; Xian-Sheng Hua 001 (SIGIR, 2009)

Tag ranking. - Dong Liu 001; Xian-Sheng Hua 001; Linjun Yang; Meng Wang 001; Hong-Jiang Zhang (WWW, 2009)

Learning to tag. - Lei Wu; Linjun Yang; Nenghai Yu; Xian-Sheng Hua 001 (WWW, 2009)

Contextual image retrieval model. - Linjun Yang; Bo Geng; Alan Hanjalic; Xian-Sheng Hua 001 (CIVR, 2010)

Latent visual context analysis for image re-ranking. - Wengang Zhou 001; Qi Tian 001; Linjun Yang; Houqiang Li (CIVR, 2010)

Content-aware Ranking for visual search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (CVPR, 2010)

Compact projection: Simple and efficient near neighbor search with practical memory requirements. - Kerui Min; Linjun Yang; John Wright 001; Lei Wu; Xian-Sheng Hua 001; Yi Ma 001 (CVPR, 2010)

Large-scale robust visual codebook construction. - Darui Li; Linjun Yang; Xian-Sheng Hua 001; Hong-Jiang Zhang (ACM Multimedia, 2010)

Real-time large scale near-duplicate web video retrieval. - Lifeng Shang; Linjun Yang; Fei Wang; Kwok-Ping Chan; Xian-Sheng Hua 001 (ACM Multimedia, 2010)

Supervised reranking for web image search. - Linjun Yang; Alan Hanjalic (ACM Multimedia, 2010)

Visual Reranking with Local Learning Consistency. - Xinmei Tian 001; Linjun Yang; Xiuqing Wu; Xian-Sheng Hua 001 (MMM, 2010)

Visual summarization of web pages. - Binxing Jiao; Linjun Yang; Jizheng Xu; Feng Wu 001 (SIGIR, 2010)

Visual query suggestion: Towards capturing user intent in internet image search. - Zheng-Jun Zha; Linjun Yang; Tao Mei 001; Meng Wang 001; Zengfu Wang; Tat-Seng Chua; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2010)

Million-scale near-duplicate video retrieval system. - Yang Cai; Linjun Yang; Wei Ping; Fei Wang; Tao Mei 001; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

The role of attractiveness in web image search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

Difficulty guided image retrieval using linear multiview embedding. - Yangxi Li; Bo Geng; Zheng-Jun Zha; Dacheng Tao; Linjun Yang; Chao Xu 006 (ACM Multimedia, 2011)

Learning to judge image search results. - Xinmei Tian 001; Yijuan Lu; Linjun Yang; Qi Tian 001 (ACM Multimedia, 2011)

Video-based image retrieval. - Linjun Yang; Yang Cai; Alan Hanjalic; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

Learning from search engine and human supervision for web image search. - Linjun Yang; Alan Hanjalic (ACM Multimedia, 2011)

Real-Time Video Copy-Location Detection in Large-Scale Repositories. - Bo Liu 005; Zhu Li 001; Linjun Yang; Meng Wang 001; Xinmei Tian 001 (IEEE Multim., 2011)

Latent visual context learning for web image applications. - Wengang Zhou 001; Qi Tian 001; Yijuan Lu; Linjun Yang; Houqiang Li (Pattern Recognit., 2011)

Bayesian Visual Reranking. - Xinmei Tian 001; Linjun Yang; Jingdong Wang 001; Xiuqing Wu; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2011)

Object Retrieval Using Visual Query Context. - Linjun Yang; Bo Geng; Yang Cai; Alan Hanjalic; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2011)

Constrained keypoint quantization: towards better bag-of-words model for large-scale multimedia retrieval. - Yang Cai 002; Wei Tong; Linjun Yang; Alexander G. Hauptmann (ICMR, 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 001; Alan Hanjalic; Shipeng Li 001 (ACM Multimedia, 2012)

A bag-of-objects retrieval model for web image search. - Yang Yang 059; Linjun Yang; Gangshan Wu; Shipeng Li 001 (ACM Multimedia, 2012)

Query difficulty estimation for image retrieval. - Yangxi Li; Bo Geng; Linjun Yang; Chao Xu 006; Wei Bian (Neurocomputing, 2012)

Ensemble Manifold Regularization. - Bo Geng; Dacheng Tao; Chao Xu 006; Linjun Yang; Xian-Sheng Hua 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Ranking Model Adaptation for Domain-Specific Search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (IEEE Trans. Knowl. Data Eng., 2012)

Visually Summarizing Web Pages Through Internal and External Images. - Binxing Jiao; Linjun Yang; Jizheng Xu; Qi Tian 001; Feng Wu 001 (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 006 (IEEE Trans. Multim., 2012)

Query Difficulty Prediction for Web Image Search. - Xinmei Tian 001; Yijuan Lu; Linjun Yang (IEEE Trans. Multim., 2012)

Correction to "Bayesian Visual Reranking". - Xinmei Tian 001; Linjun Yang; Jingdong Wang 001; Xiuqing Wu; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2012)

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

A unified context model for web image retrieval. - Linjun Yang; Bo Geng; Alan Hanjalic; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2012)

Semantic-Spatial Matching for image classification. - Yupeng Yan; Xinmei Tian 001; Linjun Yang; Yijuan Lu; Houqiang Li (ICME, 2013)

Clickage: towards bridging semantic and intent gaps via mining click logs of search engines. - Xian-Sheng Hua 001; Linjun Yang; Jingdong Wang 001; Jing Wang 068; Ming Ye; Kuansan Wang; Yong Rui; Jin Li 001 (ACM Multimedia, 2013)

GPS Estimation from Users' Photos. - Jing Li 049; Xueming Qian; Yuan Yan Tang; Linjun Yang; Chaoteng Liu (MMM (1), 2013)

Smart Thumbnail: Automatic Image Cropping by Mining Canonical Query Objects. - Yang Yang; Linjun Yang; Gangshan Wu (PCM, 2013)

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)

Large-Scale Near-Duplicate Web Video Retrieval: Challenges and Approaches. - Yang Cai 002; Linjun Yang (IEEE Multim., 2013)

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

Searching for images by video. - Linjun Yang; Yang Cai; Alan Hanjalic; Xian-Sheng Hua 001; Shipeng Li 001 (Int. J. Multim. Inf. Retr., 2013)

GPS Estimation for Places of Interest From Social Users' Uploaded Photos. - Jing Li 049; Xueming Qian; Yuan Yan Tang; Linjun Yang; Tao Mei 001 (IEEE Trans. Multim., 2013)

Predicting Failing Queries in Video Search. - Christoph Kofler; Linjun Yang; Martha A. Larson; Tao Mei 001; Alan Hanjalic; Shipeng Li 001 (IEEE Trans. Multim., 2014)

Image Relevance Prediction Using Query-Context Bag-of-Object Retrieval Model. - Yang Yang 059; Linjun Yang; Gangshan Wu; Shipeng Li 001 (IEEE Trans. Multim., 2014)

Exploration of Image Search Results Quality Assessment. - Xinmei Tian 001; Yijuan Lu; Nate Stender; Linjun Yang; Dacheng Tao (IEEE Trans. Big Data, 2015)

Image Search Reranking With Hierarchical Topic Awareness. - Xinmei Tian 001; Linjun Yang; Yijuan Lu; Qi Tian 001; 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)

CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise. - Kuang-Huei Lee; Xiaodong He 001; Lei Zhang 001; Linjun Yang (CVPR, 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 (KDD, 2018)

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, 2020)

xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering. - Nan Yang 002; Furu Wei; Binxing Jiao; Daxing Jiang; Linjun Yang (ACL/IJCNLP (1), 2021)

Less is Less: When are Snippets Insufficient for Human vs Machine Relevance Estimation? - Gabriella Kazai; Bhaskar Mitra 001; Anlei Dong; Nick Craswell; Linjun Yang (ECIR (2), 2022)

Text Embeddings by Weakly-Supervised Contrastive Pre-training. - Liang Wang 046; Nan Yang 002; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang; Rangan Majumder; Furu Wei (CoRR, 2022)

LEAD: Liberal Feature-based Distillation for Dense Retrieval. - Hao Sun 015; Xiao Liu 029; Yeyun Gong; Anlei Dong; Jian Jiao 007; Jingwen Lu; Yan Zhang 117; Daxin Jiang; Linjun Yang; Rangan Majumder; Nan Duan (CoRR, 2022)

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval. - Liang Wang 046; Nan Yang 002; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang; Rangan Majumder; Furu Wei (ACL (1), 2023)

Allies: Prompting Large Language Model with Beam Search. - Hao Sun 015; Xiao Liu 029; Yeyun Gong; Yan Zhang 117; Daxin Jiang; Linjun Yang; Nan Duan (EMNLP (Findings), 2023)

LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval. - Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang (ICLR, 2023)

Inference with Reference: Lossless Acceleration of Large Language Models. - Nan Yang 002; Tao Ge 001; Liang Wang 046; Binxing Jiao; Daxin Jiang; Linjun Yang; Rangan Majumder; Furu Wei (CoRR, 2023)

BeamSearchQA: Large Language Models are Strong Zero-Shot QA Solver. - Hao Sun 015; Xiao Liu 029; Yeyun Gong; Anlei Dong; Jingwen Lu; Yan Zhang 117; Daxin Jiang; Linjun Yang; Rangan Majumder; Nan Duan (CoRR, 2023)

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 046; Nan Yang 002; Xiaolong Huang; Linjun Yang; Rangan Majumder; Furu Wei (SIGIR Forum, 2023)

Improving Text Embeddings with Large Language Models. - Liang Wang 046; Nan Yang 002; Xiaolong Huang; Linjun Yang; Rangan Majumder; Furu Wei (ACL (1), 2024)

StraGo: Harnessing Strategic Guidance for Prompt Optimization. - Yurong Wu; Yan Gao; Bin Zhu 008; Zineng Zhou; Xiaodi Sun; Sheng Yang; Jian-Guang Lou; Zhiming Ding; Linjun Yang (EMNLP (Findings), 2024)

AMPO: Automatic Multi-Branched Prompt Optimization. - Sheng Yang; Yurong Wu; Yan Gao; Zineng Zhou; Bin Zhu 008; Xiaodi Sun; Jian-Guang Lou; Zhiming Ding; Anbang Hu; Yuan Fang; Yunsong Li; Junyan Chen; et al. (EMNLP, 2024)

LEAD: Liberal Feature-based Distillation for Dense Retrieval. - Hao Sun 015; Xiao Liu 029; Yeyun Gong; Anlei Dong; Jingwen Lu; Yan Zhang 117; Linjun Yang; Rangan Majumder; Nan Duan (WSDM, 2024)

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. - Qi Chen 009; Xiubo Geng; Corby Rosset; Carolyn Buractaon; Jingwen Lu; Tao Shen 001; Kun Zhou 002; Chenyan Xiong; Yeyun Gong; Paul N. Bennett; Nick Craswell; Xing Xie 001; et al. (WWW (Companion Volume), 2024)

Multilingual E5 Text Embeddings: A Technical Report. - Liang Wang 046; Nan Yang 002; Xiaolong Huang; Linjun Yang; Rangan Majumder; Furu Wei (CoRR, 2024)

Towards Web-scale Recommendations with LLMs: From Quality-aware Ranking to Candidate Generation. - Jaidev Shah; Iman Barjasteh; Amey Barapatre; Rana Forsati; Gang Luo; Fan Wu; Yuan Fang; Xue Deng; Blake Shepard; Ronak Shah; Linjun Yang; Hongzhi Li (KDD (1), 2025)