Linjun Yang

106 papers A* 32A 8B 3C 1Journal 43Unranked 19
YearRankTypeTitle / Venue / Authors
2025 — conf
Towards Web-scale Recommendations with LLMs: From Quality-aware Ranking to Candidate Generation.
KDD (1)
Jaidev Shah, Iman Barjasteh, Amey Barapatre, Rana Forsati, Gang Luo, Fan Wu, Yuan Fang, Xue Deng, Blake Shepard, Ronak Shah, Linjun Yang, Hongzhi Li
2024 A* conf
AMPO: Automatic Multi-Branched Prompt Optimization.
EMNLP
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, Linjun Yang
2024 J jnl
AMPO: Automatic Multi-Branched Prompt Optimization.
CoRR
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, Linjun Yang
2024 — conf
Improving Text Embeddings with Large Language Models.
ACL (1)
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024 J jnl
Improving Text Embeddings with Large Language Models.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024 A conf
LEAD: Liberal Feature-based Distillation for Dense Retrieval.
WSDM
Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jingwen Lu, Yan Zhang, Linjun Yang, Rangan Majumder, Nan Duan
2024 — conf
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels.
WWW (Companion Volume)
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, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 J jnl
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels.
CoRR
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, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 J jnl
Multilingual E5 Text Embeddings: A Technical Report.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024 — conf
StraGo: Harnessing Strategic Guidance for Prompt Optimization.
EMNLP (Findings)
Yurong Wu, Yan Gao, Bin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang
2024 J jnl
StraGo: Harnessing Strategic Guidance for Prompt Optimization.
CoRR
Yurong Wu, Yan Gao, Bin Benjamin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang
2023 — conf
Allies: Prompting Large Language Model with Beam Search.
EMNLP (Findings)
Hao Sun, Xiao Liu, Yeyun Gong, Yan Zhang, Daxin Jiang, Linjun Yang, Nan Duan
2023 J jnl
BeamSearchQA: Large Language Models are Strong Zero-Shot QA Solver.
CoRR
Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jingwen Lu, Yan Zhang, Daxin Jiang, Linjun Yang, Rangan Majumder, Nan Duan
2023 J jnl
Few-shot biomedical image segmentation using diffusion models: Beyond image generation.
Comput. Methods Programs Biomed.
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
2023 J jnl
Inference with Reference: Lossless Acceleration of Large Language Models.
CoRR
Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang, Linjun Yang, Rangan Majumder, Furu Wei
2023 J jnl
Large Search Model: Redefining Search Stack in the Era of LLMs.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2023 J jnl
Large Search Model: Redefining Search Stack in the Era of LLMs.
SIGIR Forum
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2023 A* conf
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval.
ICLR
Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang
2023 — conf
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval.
ACL (1)
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2022 J jnl
LEAD: Liberal Feature-based Distillation for Dense Retrieval.
CoRR
Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jian Jiao, Jingwen Lu, Yan Zhang, Daxin Jiang, Linjun Yang, Rangan Majumder, Nan Duan
2022 J jnl
Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation?
CoRR
Gabriella Kazai, Bhaskar Mitra, Anlei Dong, Nick Craswell, Linjun Yang
2022 — conf
Less is Less: When are Snippets Insufficient for Human vs Machine Relevance Estimation?
ECIR (2)
Gabriella Kazai, Bhaskar Mitra, Anlei Dong, Nick Craswell, Linjun Yang
2022 J jnl
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval.
CoRR
Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang
2022 J jnl
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2022 J jnl
Text Embeddings by Weakly-Supervised Contrastive Pre-training.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2021 — conf
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering.
ACL/IJCNLP (1)
Nan Yang, Furu Wei, Binxing Jiao, Daxing Jiang, Linjun Yang
2020 A* conf
Embedding-based Retrieval in Facebook Search.
KDD
Jui-Ting Huang, Ashish Sharma, Shuying Sun, Li Xia, David Zhang, Philip Pronin, Janani Padmanabhan, Giuseppe Ottaviano, Linjun Yang
2020 J jnl
Embedding-based Retrieval in Facebook Search.
CoRR
Jui-Ting Huang, Ashish Sharma, Shuying Sun, Li Xia, David Zhang, Philip Pronin, Janani Padmanabhan, Giuseppe Ottaviano, Linjun Yang
2018 A* conf
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise.
CVPR
Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang
2018 A* conf
Web-Scale Responsive Visual Search at Bing.
KDD
Houdong Hu, Yan Wang, Linjun Yang, Pavel Komlev, Li Huang, Xi Stephen Chen, Jiapei Huang, Ye Wu, Meenaz Merchant, Arun Sacheti
2018 J jnl
Web-Scale Responsive Visual Search at Bing.
CoRR
Houdong Hu, Yan Wang, Linjun Yang, Pavel Komlev, Li Huang, Xi Stephen Chen, Jiapei Huang, Ye Wu, Meenaz Merchant, Arun Sacheti
2017 J jnl
CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise.
CoRR
Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang
2015 J jnl
Exploration of Image Search Results Quality Assessment.
IEEE Trans. Big Data
Xinmei Tian, Yijuan Lu, Nate Stender, Linjun Yang, Dacheng Tao
2015 J jnl
Image Search Reranking With Hierarchical Topic Awareness.
IEEE Trans. Cybern.
Xinmei Tian, Linjun Yang, Yijuan Lu, Qi Tian, Dacheng Tao
2015 J jnl
Mining Latent Attributes From Click-Through Logs for Image Recognition.
IEEE Trans. Multim.
Yi-Jie Lu, Linjun Yang, Kuiyuan Yang, Yong Rui
2014 J jnl
Image Relevance Prediction Using Query-Context Bag-of-Object Retrieval Model.
IEEE Trans. Multim.
Yang Yang, Linjun Yang, Gangshan Wu, Shipeng Li
2014 J jnl
Predicting Failing Queries in Video Search.
IEEE Trans. Multim.
Christoph Kofler, Linjun Yang, Martha A. Larson, Tao Mei, Alan Hanjalic, Shipeng Li
2013 A* conf
Clickage: towards bridging semantic and intent gaps via mining click logs of search engines.
ACM Multimedia
Xian-Sheng Hua, Linjun Yang, Jingdong Wang, Jing Wang, Ming Ye, Kuansan Wang, Yong Rui, Jin Li
2013 J jnl
GPS Estimation for Places of Interest From Social Users' Uploaded Photos.
IEEE Trans. Multim.
Jing Li, Xueming Qian, Yuan Yan Tang, Linjun Yang, Tao Mei
2013 — conf
GPS Estimation from Users' Photos.
MMM (1)
Jing Li, Xueming Qian, Yuan Yan Tang, Linjun Yang, Chaoteng Liu
2013 J jnl
Large-Scale Near-Duplicate Web Video Retrieval: Challenges and Approaches.
IEEE Multim.
Yang Cai, Linjun Yang
2013 J jnl
Learning to Rerank Web Images.
IEEE Multim.
Linjun Yang, Alan Hanjalic
2013 J jnl
Searching for images by video.
Int. J. Multim. Inf. Retr.
Linjun Yang, Yang Cai, Alan Hanjalic, Xian-Sheng Hua, Shipeng Li
2013 A conf
Semantic-Spatial Matching for image classification.
ICME
Yupeng Yan, Xinmei Tian, Linjun Yang, Yijuan Lu, Houqiang Li
2013 — conf
Smart Thumbnail: Automatic Image Cropping by Mining Canonical Query Objects.
PCM
Yang Yang, Linjun Yang, Gangshan Wu
2013 J jnl
Vascular Tree Segmentation in Medical Images Using Hessian-Based Multiscale Filtering and Level Set Method.
Comput. Math. Methods Medicine
Jiaoying Jin, Linjun Yang, Xuming Zhang, Mingyue Ding
2012 A* conf
A bag-of-objects retrieval model for web image search.
ACM Multimedia
Yang Yang, Linjun Yang, Gangshan Wu, Shipeng Li
2012 J jnl
A unified context model for web image retrieval.
ACM Trans. Multim. Comput. Commun. Appl.
Linjun Yang, Bo Geng, Alan Hanjalic, Xian-Sheng Hua
2012 B conf
Constrained keypoint quantization: towards better bag-of-words model for large-scale multimedia retrieval.
ICMR
Yang Cai, Wei Tong, Linjun Yang, Alexander G. Hauptmann
2012 J jnl
Correction to "Bayesian Visual Reranking".
IEEE Trans. Multim.
Xinmei Tian, Linjun Yang, Jingdong Wang, Xiuqing Wu, Xian-Sheng Hua
2012 J jnl
Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding.
IEEE Trans. Multim.
Yangxi Li, Bo Geng, Dacheng Tao, Zheng-Jun Zha, Linjun Yang, Chao Xu
2012 J jnl
Ensemble Manifold Regularization.
IEEE Trans. Pattern Anal. Mach. Intell.
Bo Geng, Dacheng Tao, Chao Xu, Linjun Yang, Xian-Sheng Hua
2012 J jnl
Prototype-Based Image Search Reranking.
IEEE Trans. Multim.
Linjun Yang, Alan Hanjalic
2012 J jnl
Query Difficulty Prediction for Web Image Search.
IEEE Trans. Multim.
Xinmei Tian, Yijuan Lu, Linjun Yang
2012 J jnl
Query difficulty estimation for image retrieval.
Neurocomputing
Yangxi Li, Bo Geng, Linjun Yang, Chao Xu, Wei Bian
2012 J jnl
Ranking Model Adaptation for Domain-Specific Search.
IEEE Trans. Knowl. Data Eng.
Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua
2012 J jnl
Visually Summarizing Web Pages Through Internal and External Images.
IEEE Trans. Multim.
Binxing Jiao, Linjun Yang, Jizheng Xu, Qi Tian, Feng Wu
2012 A* conf
When video search goes wrong: predicting query failure using search engine logs and visual search results.
ACM Multimedia
Christoph Kofler, Linjun Yang, Martha A. Larson, Tao Mei, Alan Hanjalic, Shipeng Li
2011 J jnl
Bayesian Visual Reranking.
IEEE Trans. Multim.
Xinmei Tian, Linjun Yang, Jingdong Wang, Xiuqing Wu, Xian-Sheng Hua
2011 A* conf
Difficulty guided image retrieval using linear multiview embedding.
ACM Multimedia
Yangxi Li, Bo Geng, Zheng-Jun Zha, Dacheng Tao, Linjun Yang, Chao Xu
2011 J jnl
Latent visual context learning for web image applications.
Pattern Recognit.
Wengang Zhou, Qi Tian, Yijuan Lu, Linjun Yang, Houqiang Li
2011 A* conf
Learning from search engine and human supervision for web image search.
ACM Multimedia
Linjun Yang, Alan Hanjalic
2011 A* conf
Learning to judge image search results.
ACM Multimedia
Xinmei Tian, Yijuan Lu, Linjun Yang, Qi Tian
2011 A* conf
Million-scale near-duplicate video retrieval system.
ACM Multimedia
Yang Cai, Linjun Yang, Wei Ping, Fei Wang, Tao Mei, Xian-Sheng Hua, Shipeng Li
2011 J jnl
Object Retrieval Using Visual Query Context.
IEEE Trans. Multim.
Linjun Yang, Bo Geng, Yang Cai, Alan Hanjalic, Xian-Sheng Hua
2011 J jnl
Real-Time Video Copy-Location Detection in Large-Scale Repositories.
IEEE Multim.
Bo Liu, Zhu Li, Linjun Yang, Meng Wang, Xinmei Tian
2011 A* conf
The role of attractiveness in web image search.
ACM Multimedia
Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua, Shipeng Li
2011 A* conf
Video-based image retrieval.
ACM Multimedia
Linjun Yang, Yang Cai, Alan Hanjalic, Xian-Sheng Hua, Shipeng Li
2010 A* conf
Compact projection: Simple and efficient near neighbor search with practical memory requirements.
CVPR
Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-Sheng Hua, Yi Ma
2010 A* conf
Content-aware Ranking for visual search.
CVPR
Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua
2010 — conf
Contextual image retrieval model.
CIVR
Linjun Yang, Bo Geng, Alan Hanjalic, Xian-Sheng Hua
2010 A* conf
Large-scale robust visual codebook construction.
ACM Multimedia
Darui Li, Linjun Yang, Xian-Sheng Hua, Hong-Jiang Zhang
2010 — conf
Latent visual context analysis for image re-ranking.
CIVR
Wengang Zhou, Qi Tian, Linjun Yang, Houqiang Li
2010 A* conf
Real-time large scale near-duplicate web video retrieval.
ACM Multimedia
Lifeng Shang, Linjun Yang, Fei Wang, Kwok-Ping Chan, Xian-Sheng Hua
2010 A* conf
Supervised reranking for web image search.
ACM Multimedia
Linjun Yang, Alan Hanjalic
2010 B conf
Visual Reranking with Local Learning Consistency.
MMM
Xinmei Tian, Linjun Yang, Xiuqing Wu, Xian-Sheng Hua
2010 J jnl
Visual query suggestion: Towards capturing user intent in internet image search.
ACM Trans. Multim. Comput. Commun. Appl.
Zheng-Jun Zha, Linjun Yang, Tao Mei, Meng Wang, Zengfu Wang, Tat-Seng Chua, Xian-Sheng Hua
2010 A* conf
Visual summarization of web pages.
SIGIR
Binxing Jiao, Linjun Yang, Jizheng Xu, Feng Wu
2009 — conf
A Study of Language Model for Image Retrieval.
ICDM Workshops
Bo Geng, Linjun Yang, Chao Xu
2009 A* conf
Accommodating colorblind users in image search.
SIGIR
Meng Wang, Bo Liu, Linjun Yang, Xian-Sheng Hua
2009 A conf
Efficient image and video re-coloring for colorblindness.
ICME
Bo Liu, Meng Wang, Linjun Yang, Xiuqing Wu, Xian-Sheng Hua
2009 A* conf
Ensemble manifold regularization.
CVPR
Bo Geng, Chao Xu, Dacheng Tao, Linjun Yang, Xian-Sheng Hua
2009 — conf
Image Search Result Summarization with Informative Priors.
ACCV (3)
Rui Liu, Linjun Yang, Xian-Sheng Hua
2009 A* conf
Learning to tag.
WWW
Lei Wu, Linjun Yang, Nenghai Yu, Xian-Sheng Hua
2009 B conf
Multiple-Instance Active Learning for Image Categorization.
MMM
Dong Liu, Xian-Sheng Hua, Linjun Yang, Hong-Jiang Zhang
2009 A* conf
Query aware visual similarity propagation for image search reranking.
ACM Multimedia
Li Wang, Linjun Yang, Xinmei Tian
2009 A* conf
Query sampling for ranking learning in web search.
SIGIR
Linjun Yang, Li Wang, Bo Geng, Xian-Sheng Hua
2009 A conf
Ranking model adaptation for domain-specific search.
CIKM
Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua
2009 A conf
Tag quality improvement for social images.
ICME
Dong Liu, Meng Wang, Linjun Yang, Xian-Sheng Hua, HongJiang Zhang
2009 A* conf
Tag ranking.
WWW
Dong Liu, Xian-Sheng Hua, Linjun Yang, Meng Wang, Hong-Jiang Zhang
2009 A* conf
Visual query suggestion.
ACM Multimedia
Zheng-Jun Zha, Linjun Yang, Tao Mei, Meng Wang, Zengfu Wang
2008 A* conf
A comprehensive human computation framework: with application to image labeling.
ACM Multimedia
Yang Yang, Bin B. Zhu, Rui Guo, Linjun Yang, Shipeng Li, Nenghai Yu
2008 A* conf
Bayesian video search reranking.
ACM Multimedia
Xinmei Tian, Linjun Yang, Jingdong Wang, Yichen Yang, Xiuqing Wu, Xian-Sheng Hua
2008 — conf
Collaborative learning for image and video annotation.
Multimedia Information Retrieval
Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua
2008 — conf
MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search.
TRECVID
Tao Mei, Zheng-Jun Zha, Yuan Liu, Meng Wang, Guo-Jun Qi, Xinmei Tian, Jingdong Wang, Linjun Yang, Xian-Sheng Hua
2008 A conf
Optimized video scene segmentation.
ICME
Jingdong Wang, Xinmei Tian, Linjun Yang, Zheng-Jun Zha, Xian-Sheng Hua
2008 A conf
Transductive video annotation via local learnable kernel classifier.
ICME
Xinmei Tian, Linjun Yang, Jingdong Wang, Xiuqing Wu, Xian-Sheng Hua
2008 A conf
Unbiased active learning for image retrieval.
ICME
Bo Geng, Linjun Yang, Zheng-Jun Zha, Chao Xu, Xian-Sheng Hua
2007 — conf
MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search.
TRECVID
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, Jingjing Liu
2007 — conf
Multi-modality web video categorization.
Multimedia Information Retrieval
Linjun Yang, Jiemin Liu, Xiaokang Yang, Xian-Sheng Hua
2007 — conf
Online video recommendation based on multimodal fusion and relevance feedback.
CIVR
Bo Yang, Tao Mei, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, Mingjing Li
2007 A* conf
VideoReach: an online video recommendation system.
SIGIR
Tao Mei, Bo Yang, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, Shipeng Li
2007 A* conf
VideoSense: a contextual video advertising system.
ACM Multimedia
Tao Mei, Linjun Yang, Xian-Sheng Hua, Hao Wei, Shipeng Li
2007 A* conf
VideoSense: towards effective online video advertising.
ACM Multimedia
Tao Mei, Xian-Sheng Hua, Linjun Yang, Shipeng Li
2006 J jnl
Post-Refinement of Shot Boundary Detection Based on Manifold Feature.
J. Comput. Res. Dev.
Bei Wang, Linjun Yang, Hong Lu, Xiangyang Xue
2005 C conf
Efficient Video Clip Retrieval Using Index Structure.
MMSP
Jing Zhang, Linjun Yang, Hong Lu, Xiangyang Xue, Yap-Peng Tan