Region-of-interest based image resolution adaptation for MPEG-21 digital item. - Yiqun Hu; Liang-Tien Chia; Deepu Rajan (ACM Multimedia, 2004)

JPEG2000 Image Adaptation for MPEG-21 Digital Items. - Yiqun Hu; Liang-Tien Chia; Deepu Rajan (PCM (1), 2004)

Salient Region Detection Using Weighted Feature Maps Based on the Human Visual Attention Model. - Yiqun Hu; Xing Xie 001; Wei-Ying Ma; Liang-Tien Chia; Deepu Rajan (PCM (2), 2004)

Adaptive local context suppression of multiple cues for salient visual attention detection. - Yiqun Hu; Deepu Rajan; Liang-Tien Chia (ICME, 2005)

Robust subspace analysis for detecting visual attention regions in images. - Yiqun Hu; Deepu Rajan; Liang-Tien Chia (ACM Multimedia, 2005)

An Event-Driven Sports Video Adaptation for the MPEG-21 DIA Framework. - Min Xu 001; Jiaming Li 003; Yiqun Hu; Liang-Tien Chia; Bu-Sung Lee; Deepu Rajan; Jianfei Cai 001 (ICME, 2006)

Event on demand with MPEG-21 video adaptation system. - Min Xu 001; Jiaming Li 003; Liang-Tien Chia; Yiqun Hu; Bu-Sung Lee; Deepu Rajan; Jesse S. Jin (ACM Multimedia, 2006)

Scale adaptive visual attention detection by subspace analysis. - Yiqun Hu; Deepu Rajan; Liang-Tien Chia (ACM Multimedia, 2007)

Motion Context: A New Representation for Human Action Recognition. - Ziming Zhang; Yiqun Hu; Syin Chan; Liang-Tien Chia (ECCV (4), 2008)

DECK: Detecting Events from Web Click-Through Data. - Ling Chen 006; Yiqun Hu; Wolfgang Nejdl (ICDM, 2008)

Image near-duplicate retrieval using local dependencies in spatial-scale space. - Xiangang Cheng; Yiqun Hu; Liang-Tien Chia (ACM Multimedia, 2008)

Using subspace analysis for event detection from web click-through data. - Ling Chen 006; Yiqun Hu; Wolfgang Nejdl (WWW, 2008)

Detection of visual attention regions in images using robust subspace analysis. - Yiqun Hu; Deepu Rajan; Liang-Tien Chia (J. Vis. Commun. Image Represent., 2008)

Detection of visual attention regions in images and videos - Yiqun Hu (2008)

Random walks on graphs to model saliency in images. - Viswanath Gopalakrishnan; Yiqun Hu; Deepu Rajan (CVPR, 2009)

Hierarchicalword image representation for parts-based object recognition. - Xiangang Cheng; Yiqun Hu; Liang-Tien Chia (ICIP, 2009)

Learning instance-to-class distance for human action recognition. - Zhengxiang Wang; Yiqun Hu; Liang-Tien Chia (ICIP, 2009)

Attention-from-motion: A factorization approach for detecting attention objects in motion. - Yiqun Hu; Deepu Rajan; Liang-Tien Chia (Comput. Vis. Image Underst., 2009)

Salient Region Detection by Modeling Distributions of Color and Orientation. - Viswanath Gopalakrishnan; Yiqun Hu; Deepu Rajan (IEEE Trans. Multim., 2009)

Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval. - Yiqun Hu; Xiangang Cheng; Liang-Tien Chia; Xing Xie 001; Deepu Rajan; Ah-Hwee Tan (IEEE Trans. Multim., 2009)

Sustained Observability for Salient Motion Detection. - Viswanath Gopalakrishnan; Yiqun Hu; Deepu Rajan (ACCV (3), 2010)

Unsupervised Feature Selection for Salient Object Detection. - Viswanath Gopalakrishnan; Yiqun Hu; Deepu Rajan (ACCV (2), 2010)

Salient Region Detection by Jointly Modeling Distinctness and Redundancy of Image Content. - Yiqun Hu; Zhixiang Ren; Deepu Rajan; Liang-Tien Chia (ACCV (2), 2010)

Multi-label learning by Image-to-Class distance for scene classification and image annotation. - Zhengxiang Wang; Yiqun Hu; Liang-Tien Chia (CIVR, 2010)

Hybrid shift map for video retargeting. - Yiqun Hu; Deepu Rajan (CVPR, 2010)

Image-to-Class Distance Metric Learning for Image Classification. - Zhengxiang Wang; Yiqun Hu; Liang-Tien Chia (ECCV (1), 2010)

Improved saliency detection based on superpixel clustering and saliency propagation. - Zhixiang Ren; Yiqun Hu; Liang-Tien Chia; Deepu Rajan (ACM Multimedia, 2010)

Random Walks on Graphs for Salient Object Detection in Images. - Viswanath Gopalakrishnan; Yiqun Hu; Deepu Rajan (IEEE Trans. Image Process., 2010)

Sparse approximated nearest points for image set classification. - Yiqun Hu; Ajmal S. Mian; Robyn A. Owens (CVPR, 2011)

Contour Code: Robust and efficient multispectral palmprint encoding for human recognition. - Zohaib Khan 001; Ajmal S. Mian; Yiqun Hu (ICCV, 2011)

Exploiting local dependencies with spatial-scale space (S-Cube) for near-duplicate retrieval. - Xiangang Cheng; Yiqun Hu; Liang-Tien Chia (Comput. Vis. Image Underst., 2011)

Improved learning of I2C distance and accelerating the neighborhood search for image classification. - Zhengxiang Wang; Yiqun Hu; Liang-Tien Chia (Pattern Recognit., 2011)

Facial Self Similarity for Sketch to Photo Matching. - Zohaib Khan 001; Yiqun Hu; Ajmal S. Mian (DICTA, 2012)

Salient Object Detection through Over-Segmentation. - Xuejie Zhang; Zhixiang Ren; Deepu Rajan; Yiqun Hu (ICME, 2012)

Face Recognition Using Sparse Approximated Nearest Points between Image Sets. - Yiqun Hu; Ajmal S. Mian; Robyn A. Owens (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

A Linear Dynamical System Framework for Salient Motion Detection. - Viswanath Gopalakrishnan; Deepu Rajan; Yiqun Hu (IEEE Trans. Circuits Syst. Video Technol., 2012)

Dynamic distortion maps for image retargeting. - Xuejie Zhang; Yiqun Hu; Deepu Rajan (J. Vis. Commun. Image Represent., 2013)

Image Set Based Face Recognition Using Self-Regularized Non-Negative Coding and Adaptive Distance Metric Learning. - Ajmal S. Mian; Yiqun Hu; Richard I. Hartley; Robyn A. Owens (IEEE Trans. Image Process., 2013)

Learning image-to-class distance metric for image classification. - Zhengxiang Wang; Yiqun Hu; Liang-Tien Chia (ACM Trans. Intell. Syst. Technol., 2013)

Multispectral Palmprint Encoding and Recognition. - Zohaib Khan 001; Faisal Shafait; Yiqun Hu; Ajmal S. Mian (CoRR, 2014)

Quantum image encryption scheme with iterative generalized Arnold transforms and quantum image cycle shift operations. - Nanrun Zhou; Yiqun Hu; Lihua Gong 001; Guangyong Li (Quantum Inf. Process., 2017)

A Unified Neighbor Reconstruction Method for Embeddings. - Zhiling Ye; Zhihong Zhang 001; Lu Bai 001; Guosheng Hu; Zheng-Jian Bai; Yiqun Hu; Edwin R. Hancock (ICPR, 2018)

Single Image Super Resolution via Neighbor Reconstruction. - Zhihong Zhang 001; Zhuobin Xu; Zhiling Ye; Yiqun Hu; Lixin Cui; Lu Bai 001 (S+SSPR, 2018)

A graph-based approach to automated EUS image layer segmentation and abnormal region detection. - Xu Chen 020; Yiqun Hu; Zhihong Zhang 001; Beizhan Wang; Lichi Zhang; Fei Shi; Xinjian Chen 001; Xiaoyi Jiang 001 (Neurocomputing, 2019)

Spectral bounding: Strictly satisfying the 1-Lipschitz property for generative adversarial networks. - Zhihong Zhang 001; Yangbin Zeng; Lu Bai 001; Yiqun Hu; Meihong Wu; Shuai Wang 049; Edwin R. Hancock (Pattern Recognit., 2020)

Cooperative UUVs Detection Task Scheduling Integrated with Underwater Acoustic Environments. - Cheng Jiang; Yiqun Hu; Yalong He; Wei Feng 008; Wen Xu 004; Jianlong Li (ICSPCC, 2022)

Learning Mixed Multinomial Logits with Provable Guarantees. - Yiqun Hu; David Simchi-Levi; Zhenzhen Yan (NeurIPS, 2022)

Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. - Yiyun Zhao; Jiarong Jiang; Yiqun Hu; Wuwei Lan; Henry Zhu; Anuj Chauhan; Alexander Hanbo Li; Lin Pan 003; Jun Wang 122; Chung-Wei Hang; Sheng Zhang 012; Marvin Dong; et al. (CoRR, 2022)

Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. - Yiqun Hu; Yiyun Zhao; Jiarong Jiang; Wuwei Lan; Henghui Zhu; Anuj Chauhan; Alexander Hanbo Li; Lin Pan 003; Jun Wang 122; Chung-Wei Hang; Sheng Zhang 029; Jiang Guo; et al. (ACL (Findings), 2023)

DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. - Donghan Yu; Sheng Zhang 029; Patrick Ng; Henghui Zhu; Alexander Hanbo Li; Jun Wang 122; Yiqun Hu; William Yang Wang; Zhiguo Wang; Bing Xiang (ICLR, 2023)

UNITE: A Unified Benchmark for Text-to-SQL Evaluation. - Wuwei Lan; Zhiguo Wang; Anuj Chauhan; Henghui Zhu; Alexander Hanbo Li; Jiang Guo; Sheng Zhang 029; Chung-Wei Hang; Joseph Lilien; Yiqun Hu; Lin Pan 003; Mingwen Dong; et al. (CoRR, 2023)

PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries. - Mingwen Dong; Nischal Ashok Kumar; Yiqun Hu; Anuj Chauhan; Chung-Wei Hang; Shuaichen Chang; Lin Pan 003; Wuwei Lan; Henghui Zhu; Jiarong Jiang; Patrick Ng; Zhiguo Wang (NAACL (Long Papers), 2025)

Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models. - Naihao Deng; Sheng Zhang 029; Henghui Zhu; Shuaichen Chang; Jiani Zhang 003; Alexander Hanbo Li; Chung-Wei Hang; Hideo Kobayashi; Yiqun Hu; Patrick Ng (CoRR, 2025)

CoddLLM: Empowering Large Language Models for Data Analytics. - Jiani Zhang 003; Hengrui Zhang; Rishav Chakravarti; Yiqun Hu; Patrick Ng; Asterios Katsifodimos; Huzefa Rangwala; George Karypis; Alon Y. Halevy (CoRR, 2025)

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation. - He Wang; Alexander Hanbo Li; Yiqun Hu; Sheng Zhang 029; Hideo Kobayashi; Jiani Zhang 003; Henry Zhu; Chung-Wei Hang; Patrick Ng (CoRR, 2025)