Modified discrete clustering technique: a novel approach to represent membership functions of fuzzy sets. - Yantao Zheng; Chai Quek; Geok See Ng (ICARCV, 2004)

Shot-Level Camera Motion Estimation Based on a Parametric Model. - Ling-Yu Duan; Jinqiao Wang; Yantao Zheng; Changsheng Xu; Qi Tian 002; Jesse S. Jin; Hanqing Lu (TRECVID, 2005)

TV Commercial Classification by using Multi-Modal Textual Information. - Yantao Zheng; Lingyu Duan; Qi Tian 002; Jesse S. Jin (ICME, 2006)

Segmentation, categorization, and identification of commercial clips from TV streams using multimodal analysis. - Ling-Yu Duan; Jinqiao Wang; Yantao Zheng; Jesse S. Jin; Hanqing Lu; Changsheng Xu (ACM Multimedia, 2006)

News video search with fuzzy event clustering using high-level features. - Shi-Yong Neo; Yantao Zheng; Tat-Seng Chua; Qi Tian 002 (ACM Multimedia, 2006)

TRECVID 2006 by NUS-I2R. - Tat-Seng Chua; Shi-Yong Neo; Yantao Zheng; Hai-Kiat Goh; Sheng Tang; Yang Xiao; Ming Zhao 003; Sheng Gao; Xinglei Zhu; Lekha Chaisorn; Qibin Sun (TRECVID, 2006)

Active learning approach to interactive spatio-temporal news video retrieval. - Huan-Bo Luan; Shi-Yong Neo; Tat-Seng Chua; Yantao Zheng; Sheng Tang; Yongdong Zhang 001; Jin-Tao Li 001 (CIVR, 2007)

The use of temporal, semantic and visual partitioning model for efficient near-duplicate keyframe detection in large scale news corpus. - Yantao Zheng; Shi-Yong Neo; Tat-Seng Chua; Qi Tian 002 (CIVR, 2007)

News Video Retrieval using Implicit Event Semantics. - Shi-Yong Neo; Yantao Zheng; Hai-Kiat Goh; Tat-Seng Chua; Sheng Tang (ICME, 2007)

The use of topic evolution to help users browse and find answers in news video corpus. - Shi-Yong Neo; Yuanyuan Ran; Hai-Kiat Goh; Yantao Zheng; Tat-Seng Chua; Jintao Li 001 (ACM Multimedia, 2007)

TRECVID 2007 Search Tasks by NUS-ICT. - Tat-Seng Chua; Shi-Yong Neo; Yantao Zheng; Hai-Kiat Goh; Xiaoming Zhang; Sheng Tang; Yong-Dong Zhang 001; Jin-Tao Li 001; Juan Cao 001; Huan-Bo Luan; Qiao-Yan He; Xu Zhang 028 (TRECVID, 2007)

Adaptive multiple feedback strategies for interactive video search. - Huan-Bo Luan; Yantao Zheng; Shi-Yong Neo; Yongdong Zhang 001; Shouxun Lin; Tat-Seng Chua (CIVR, 2008)

VisionGo: bridging users and multimedia video retrieval. - Shi-Yong Neo; Huan-Bo Luan; Yantao Zheng; Hai-Kiat Goh; Tat-Seng Chua (CIVR, 2008)

Probabilistic optimized ranking for multimedia semantic concept detection via RVM. - Yantao Zheng; Shi-Yong Neo; Tat-Seng Chua; Qi Tian 002 (CIVR, 2008)

Visual Synset: Towards a higher-level visual representation. - Yantao Zheng; Ming Zhao 003; Shi-Yong Neo; Tat-Seng Chua; Qi Tian 002 (CVPR, 2008)

Personalized event-based news video retrieval with dynamic user-log. - Ming Li; Yantao Zheng; Shi-Yong Neo; Xiangdong Wang; Sheng Tang; Shouxun Lin (ICME, 2008)

Object-Based Image Retrieval Beyond Visual Appearances. - Yantao Zheng; Shi-Yong Neo; Tat-Seng Chua; Qi Tian 002 (MMM, 2008)

Digesting Commercial Clips from TV Streams. - Ling-Yu Duan; Jinqiao Wang; Yantao Zheng; Hanqing Lu; Jesse S. Jin (IEEE Multim., 2008)

NUS-WIDE: a real-world web image database from National University of Singapore. - Tat-Seng Chua; Jinhui Tang 001; Richang Hong; Haojie Li; Zhiping Luo; Yantao Zheng (CIVR, 2009)

VisionGo: towards true interactivity. - Yantao Zheng; Shi-Yong Neo; Xiangyu Chen; Tat-Seng Chua (CIVR, 2009)

Tour the world: Building a web-scale landmark recognition engine. - Yantao Zheng; Ming Zhao 003; Yang Song 009; Hartwig Adam; Ulrich Buddemeier; Alessandro Bissacco; Fernando Brucher; Tat-Seng Chua; Hartmut Neven (CVPR, 2009)

Pornprobe: an LDA-SVM based pornography detection system. - Sheng Tang; Jintao Li 001; Yongdong Zhang 001; Cheng Xie; Ming Li; Yizhi Liu; Xiufeng Hua; Yantao Zheng; Jinhui Tang 001; Tat-Seng Chua (ACM Multimedia, 2009)

Tour the world: a technical demonstration of a web-scale landmark recognition engine. - Yantao Zheng; Ming Zhao 003; Yang Song 009; Hartwig Adam; Ulrich Buddemeier; Alessandro Bissacco; Fernando Brucher; Tat-Seng Chua; Hartmut Neven; Jay Yagnik (ACM Multimedia, 2009)

Multimedia Evidence Fusion for Video Concept Detection via OWA Operator. - Ming Li; Yantao Zheng; Shouxun Lin; Yong-Dong Zhang 001; Tat-Seng Chua (MMM, 2009)

Toward a higher-level visual representation for object-based image retrieval. - Yantao Zheng; Shi-Yong Neo; Tat-Seng Chua; Qi Tian 002 (Vis. Comput., 2009)

I2R At ImageCLEF Wikipedia Retrieval 2010. - Kong-Wah Wan; Yan-Tao Zheng; Sujoy Roy (CLEF (Notebook Papers/LABs/Workshops), 2010)

A distribution based video representation for human action recognition. - Yan Song 004; Sheng Tang; Yantao Zheng; Tat-Seng Chua; Yongdong Zhang 001; Shouxun Lin (ICME, 2010)

Towards a universal detector by mining concepts with small semantic gaps. - Jiashi Feng; Yantao Zheng; Shuicheng Yan (ACM Multimedia, 2010)

A location based reminder system for advertisement. - Yiqun Li; Aiyuan Guo; Siying Liu; Yan Gao; Yan-Tao Zheng (ACM Multimedia, 2010)

Video Reference: A Video Question Answering Engine. - Lei Gao; Guangda Li; Yantao Zheng; Richang Hong; Tat-Seng Chua (MMM, 2010)

Learning Cooking Techniques from YouTube. - Guangda Li; Richang Hong; Yantao Zheng; Shuicheng Yan; Tat-Seng Chua (MMM, 2010)

Learning Contextual Metrics for Automatic Image Annotation. - Zuotao Liu; Xiangdong Zhou; Yu Xiang; Yan-Tao Zheng (PCM (1), 2010)

TRECVID 2010 Known-item Search (KIS) Task by I2R. - Lekha Chaisorn; Kong-Wah Wan; Yan-Tao Zheng; Yongwei Zhu; Tian-Shiang Kok; Hui Li Tan; Zixiang Fu; Susanna Bolling (TRECVID, 2010)

Known-item Search (KIS) in video: Survey, experience and trend. - Lekha Chaisorn; Yan-Tao Zheng; Kelvin Sim (ICICS, 2011)

ShotTagger: tag location for internet videos. - Guangda Li; Meng Wang 001; Yan-Tao Zheng; Haojie Li; Zheng-Jun Zha; Tat-Seng Chua (ICMR, 2011)

Locally regressive G-optimal design for image retrieval. - Zheng-Jun Zha; Yan-Tao Zheng; Meng Wang 001; Fei Chang; Tat-Seng Chua (ICMR, 2011)

Known-item video search via query-to-modality mapping. - Kong-Wah Wan; Yan-Tao Zheng; Lekha Chaisorn (ACM Multimedia, 2011)

Learning concept bundles for video search with complex queries. - Jin Yuan 002; Zheng-Jun Zha; Yan-Tao Zheng; Meng Wang 001; Xiangdong Zhou; Tat-Seng Chua (ACM Multimedia, 2011)

Generating Representative Views of Landmarks via Scenic Theme Detection. - Yi-Liang Zhao; Yan-Tao Zheng; Xiangdong Zhou; Tat-Seng Chua (MMM (1), 2011)

Mining Travel Patterns from GPS-Tagged Photos. - Yan-Tao Zheng; Yiqun Li; Zheng-Jun Zha; Tat-Seng Chua (MMM (1), 2011)

VisionGo: Towards video retrieval with joint exploration of human and computer. - Huan-Bo Luan; Yan-Tao Zheng; Meng Wang 001; Tat-Seng Chua (Inf. Sci., 2011)

Research and applications on georeferenced multimedia: a survey. - Yan-Tao Zheng; Zheng-Jun Zha; Tat-Seng Chua (Multim. Tools Appl., 2011)

Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos. - Yan Song 004; Yan-Tao Zheng; Sheng Tang; Xiangdong Zhou; Yongdong Zhang 001; Shouxun Lin; Tat-Seng Chua (IEEE Trans. Circuits Syst. Video Technol., 2011)

Utilizing Related Samples to Enhance Interactive Concept-Based Video Search. - Jin Yuan 002; Zheng-Jun Zha; Yan-Tao Zheng; Meng Wang 001; Xiangdong Zhou; Tat-Seng Chua (IEEE Trans. Multim., 2011)

Video Browser Showdown by NUS. - Jin Yuan 002; Huan-Bo Luan; Dejun Hou; Han Zhang 010; Yan-Tao Zheng; Zheng-Jun Zha; Tat-Seng Chua (MMM, 2012)

Towards a universal detector by mining concepts with small semantic gaps. - Congyan Lang; Jiashi Feng; Yantao Zheng (Expert Syst. Appl., 2012)

Exploring multi-modality structure for cross domain adaptation in video concept annotation. - Shao-Xi Xu; Sheng Tang; Yongdong Zhang 001; Jintao Li 001; Yan-Tao Zheng (Neurocomputing, 2012)

A comprehensive representation scheme for video semantic ontology and its applications in semantic concept detection. - Zheng-Jun Zha; Tao Mei 001; Yan-Tao Zheng; Zengfu Wang; Xian-Sheng Hua 001 (Neurocomputing, 2012)

Exploring probabilistic localized video representation for human action recognition. - Yan Song 004; Sheng Tang; Yan-Tao Zheng; Tat-Seng Chua; Yongdong Zhang 001; Shouxun Lin (Multim. Tools Appl., 2012)

Mining Travel Patterns from Geotagged Photos. - Yan-Tao Zheng; Zheng-Jun Zha; Tat-Seng Chua (ACM Trans. Intell. Syst. Technol., 2012)

Sparse Ensemble Learning for Concept Detection. - Sheng Tang; Yan-Tao Zheng; Yu Wang 089; Tat-Seng Chua (IEEE Trans. Multim., 2012)

Interactive Video Indexing With Statistical Active Learning. - Zheng-Jun Zha; Meng Wang 001; Yan-Tao Zheng; Yi Yang 001; Richang Hong; Tat-Seng Chua (IEEE Trans. Multim., 2012)

GPSView: A scenic driving route planner. - Yan-Tao Zheng; Shuicheng Yan; Zheng-Jun Zha; Yiqun Li; Xiangdong Zhou; Tat-Seng Chua; Ramesh C. Jain (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Semi-supervised learning via sparse model. - Yu Wang 089; Sheng Tang; Yan-Tao Zheng; Yong-Dong Zhang 001; Jin-Tao Li 001 (Neurocomputing, 2014)

An efficient concept detection system via sparse ensemble learning. - Sheng Tang; Yongdong Zhang 001; Zuoxin Xu; Haojie Li; Yan-Tao Zheng; Jintao Li 001 (Neurocomputing, 2015)

STAIR: Learning Sparse Text and Image Representation in Grounded Tokens. - Chen Chen 005; Bowen Zhang 002; Liangliang Cao; Jiguang Shen; Tom Gunter; Albin Madappally Jose; Alexander Toshev; Yantao Zheng; Jonathon Shlens; Ruoming Pang; Yinfei Yang (EMNLP, 2023)

Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness. - Liangliang Cao; Bowen Zhang 002; Chen Chen 005; Yinfei Yang; Xianzhi Du; Wencong Zhang; Zhiyun Lu; Yantao Zheng (CoRR, 2023)

MOFI: Learning Image Representations from Noisy Entity Annotated Images. - Wentao Wu; Aleksei Timofeev; Chen Chen 005; Bowen Zhang 002; Kun Duan; Shuangning Liu; Yantao Zheng; Jonathon Shlens; Xianzhi Du; Zhe Gan; Yinfei Yang (CoRR, 2023)

MOFI: Learning Image Representations from Noisy Entity Annotated Images. - Wentao Wu; Aleksei Timofeev; Chen Chen 005; Bowen Zhang 002; Kun Duan; Shuangning Liu; Yantao Zheng; Jonathon Shlens; Xianzhi Du; Yinfei Yang (ICLR, 2024)

CoPrompter: User-Centric Evaluation of LLM Instruction Alignment for Improved Prompt Engineering. - Ishika Joshi; Simra Shahid; Shreeya Manasvi Venneti; Manushree Vasu; Yantao Zheng; Yunyao Li 001; Balaji Krishnamurthy; Gromit Yeuk-Yin Chan (IUI, 2025)