Yiqun Hu

59 papers A* 14A 3B 3Misc 1Journal 24Unranked 13
YearRankTypeTitle / Venue / Authors
2026 — conf
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects.
EACL (Findings)
Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
2025 J jnl
CoddLLM: Empowering Large Language Models for Data Analytics.
CoRR
Jiani Zhang, Hengrui Zhang, Rishav Chakravarti, Yiqun Hu, Patrick Ng, Asterios Katsifodimos, Huzefa Rangwala, George Karypis, Alon Y. Halevy
2025 J jnl
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation.
CoRR
He Wang, Alexander Hanbo Li, Yiqun Hu, Sheng Zhang, Hideo Kobayashi, Jiani Zhang, Henry Zhu, Chung-Wei Hang, Patrick Ng
2025 J jnl
Learning Mixed Multinomial Logits with Provable Guarantees and Its Applications in Multiproduct Pricing.
Manag. Sci.
Yiqun Hu, Limeng Liu, David Simchi-Levi, Zhenzhen Yan
2025 — conf
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries.
NAACL (Long Papers)
Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang
2025 J jnl
Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models.
CoRR
Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
2024 J jnl
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries.
CoRR
Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang
2023 A* conf
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases.
ICLR
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang
2023 — conf
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing.
ACL (Findings)
Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Jiang Guo, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
2023 J jnl
UNITE: A Unified Benchmark for Text-to-SQL Evaluation.
CoRR
Wuwei Lan, Zhiguo Wang, Anuj Chauhan, Henghui Zhu, Alexander Hanbo Li, Jiang Guo, Sheng Zhang, Chung-Wei Hang, Joseph Lilien, Yiqun Hu, Lin Pan, Mingwen Dong, Jun Wang, Jiarong Jiang, Stephen Ash, Vittorio Castelli, Patrick Ng, Bing Xiang
2022 — conf
Cooperative UUVs Detection Task Scheduling Integrated with Underwater Acoustic Environments.
ICSPCC
Cheng Jiang, Yiqun Hu, Yalong He, Wei Feng, Wen Xu, Jianlong Li
2022 J jnl
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases.
CoRR
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang
2022 J jnl
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing.
CoRR
Yiyun Zhao, Jiarong Jiang, Yiqun Hu, Wuwei Lan, Henry Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Marvin Dong, Joe Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
2022 A* conf
Learning Mixed Multinomial Logits with Provable Guarantees.
NeurIPS
Yiqun Hu, David Simchi-Levi, Zhenzhen Yan
2020 J jnl
Spectral bounding: Strictly satisfying the 1-Lipschitz property for generative adversarial networks.
Pattern Recognit.
Zhihong Zhang, Yangbin Zeng, Lu Bai, Yiqun Hu, Meihong Wu, Shuai Wang, Edwin R. Hancock
2019 J jnl
A graph-based approach to automated EUS image layer segmentation and abnormal region detection.
Neurocomputing
Xu Chen, Yiqun Hu, Zhihong Zhang, Beizhan Wang, Lichi Zhang, Fei Shi, Xinjian Chen, Xiaoyi Jiang
2018 B conf
A Unified Neighbor Reconstruction Method for Embeddings.
ICPR
Zhiling Ye, Zhihong Zhang, Lu Bai, Guosheng Hu, Zheng-Jian Bai, Yiqun Hu, Edwin R. Hancock
2018 — conf
Single Image Super Resolution via Neighbor Reconstruction.
S+SSPR
Zhihong Zhang, Zhuobin Xu, Zhiling Ye, Yiqun Hu, Lixin Cui, Lu Bai
2017 J jnl
Quantum image encryption scheme with iterative generalized Arnold transforms and quantum image cycle shift operations.
Quantum Inf. Process.
Nanrun Zhou, Yiqun Hu, Lihua Gong, Guangyong Li
2014 J jnl
Multispectral Palmprint Encoding and Recognition.
CoRR
Zohaib Khan, Faisal Shafait, Yiqun Hu, Ajmal S. Mian
2013 J jnl
Dynamic distortion maps for image retargeting.
J. Vis. Commun. Image Represent.
Xuejie Zhang, Yiqun Hu, Deepu Rajan
2013 J jnl
Image Set Based Face Recognition Using Self-Regularized Non-Negative Coding and Adaptive Distance Metric Learning.
IEEE Trans. Image Process.
Ajmal S. Mian, Yiqun Hu, Richard I. Hartley, Robyn A. Owens
2013 J jnl
Learning image-to-class distance metric for image classification.
ACM Trans. Intell. Syst. Technol.
Zhengxiang Wang, Yiqun Hu, Liang-Tien Chia
2012 J jnl
A Linear Dynamical System Framework for Salient Motion Detection.
IEEE Trans. Circuits Syst. Video Technol.
Viswanath Gopalakrishnan, Deepu Rajan, Yiqun Hu
2012 J jnl
Face Recognition Using Sparse Approximated Nearest Points between Image Sets.
IEEE Trans. Pattern Anal. Mach. Intell.
Yiqun Hu, Ajmal S. Mian, Robyn A. Owens
2012 Misc conf
Facial Self Similarity for Sketch to Photo Matching.
DICTA
Zohaib Khan, Yiqun Hu, Ajmal S. Mian
2012 A conf
Salient Object Detection through Over-Segmentation.
ICME
Xuejie Zhang, Zhixiang Ren, Deepu Rajan, Yiqun Hu
2011 A* conf
Contour Code: Robust and efficient multispectral palmprint encoding for human recognition.
ICCV
Zohaib Khan, Ajmal S. Mian, Yiqun Hu
2011 J jnl
Exploiting local dependencies with spatial-scale space (S-Cube) for near-duplicate retrieval.
Comput. Vis. Image Underst.
Xiangang Cheng, Yiqun Hu, Liang-Tien Chia
2011 J jnl
Improved learning of I2C distance and accelerating the neighborhood search for image classification.
Pattern Recognit.
Zhengxiang Wang, Yiqun Hu, Liang-Tien Chia
2011 A* conf
Sparse approximated nearest points for image set classification.
CVPR
Yiqun Hu, Ajmal S. Mian, Robyn A. Owens
2010 A* conf
Hybrid shift map for video retargeting.
CVPR
Yiqun Hu, Deepu Rajan
2010 — conf
Image-to-Class Distance Metric Learning for Image Classification.
ECCV (1)
Zhengxiang Wang, Yiqun Hu, Liang-Tien Chia
2010 A* conf
Improved saliency detection based on superpixel clustering and saliency propagation.
ACM Multimedia
Zhixiang Ren, Yiqun Hu, Liang-Tien Chia, Deepu Rajan
2010 — conf
Multi-label learning by Image-to-Class distance for scene classification and image annotation.
CIVR
Zhengxiang Wang, Yiqun Hu, Liang-Tien Chia
2010 J jnl
Random Walks on Graphs for Salient Object Detection in Images.
IEEE Trans. Image Process.
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
2010 — conf
Salient Region Detection by Jointly Modeling Distinctness and Redundancy of Image Content.
ACCV (2)
Yiqun Hu, Zhixiang Ren, Deepu Rajan, Liang-Tien Chia
2010 — conf
Sustained Observability for Salient Motion Detection.
ACCV (3)
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
2010 — conf
Unsupervised Feature Selection for Salient Object Detection.
ACCV (2)
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
2009 J jnl
Attention-from-motion: A factorization approach for detecting attention objects in motion.
Comput. Vis. Image Underst.
Yiqun Hu, Deepu Rajan, Liang-Tien Chia
2009 J jnl
Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval.
IEEE Trans. Multim.
Yiqun Hu, Xiangang Cheng, Liang-Tien Chia, Xing Xie, Deepu Rajan, Ah-Hwee Tan
2009 B conf
Hierarchicalword image representation for parts-based object recognition.
ICIP
Xiangang Cheng, Yiqun Hu, Liang-Tien Chia
2009 B conf
Learning instance-to-class distance for human action recognition.
ICIP
Zhengxiang Wang, Yiqun Hu, Liang-Tien Chia
2009 A* conf
Random walks on graphs to model saliency in images.
CVPR
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
2009 J jnl
Salient Region Detection by Modeling Distributions of Color and Orientation.
IEEE Trans. Multim.
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
2008 A* conf
DECK: Detecting Events from Web Click-Through Data.
ICDM
Ling Chen, Yiqun Hu, Wolfgang Nejdl
2008 — —
Detection of visual attention regions in images and videos
Yiqun Hu
2008 J jnl
Detection of visual attention regions in images using robust subspace analysis.
J. Vis. Commun. Image Represent.
Yiqun Hu, Deepu Rajan, Liang-Tien Chia
2008 A* conf
Image near-duplicate retrieval using local dependencies in spatial-scale space.
ACM Multimedia
Xiangang Cheng, Yiqun Hu, Liang-Tien Chia
2008 — conf
Motion Context: A New Representation for Human Action Recognition.
ECCV (4)
Ziming Zhang, Yiqun Hu, Syin Chan, Liang-Tien Chia
2008 A* conf
Using subspace analysis for event detection from web click-through data.
WWW
Ling Chen, Yiqun Hu, Wolfgang Nejdl
2007 A* conf
Scale adaptive visual attention detection by subspace analysis.
ACM Multimedia
Yiqun Hu, Deepu Rajan, Liang-Tien Chia
2006 A conf
An Event-Driven Sports Video Adaptation for the MPEG-21 DIA Framework.
ICME
Min Xu, Jiaming Li, Yiqun Hu, Liang-Tien Chia, Bu-Sung Lee, Deepu Rajan, Jianfei Cai
2006 A* conf
Event on demand with MPEG-21 video adaptation system.
ACM Multimedia
Min Xu, Jiaming Li, Liang-Tien Chia, Yiqun Hu, Bu-Sung Lee, Deepu Rajan, Jesse S. Jin
2005 A conf
Adaptive local context suppression of multiple cues for salient visual attention detection.
ICME
Yiqun Hu, Deepu Rajan, Liang-Tien Chia
2005 A* conf
Robust subspace analysis for detecting visual attention regions in images.
ACM Multimedia
Yiqun Hu, Deepu Rajan, Liang-Tien Chia
2004 — conf
JPEG2000 Image Adaptation for MPEG-21 Digital Items.
PCM (1)
Yiqun Hu, Liang-Tien Chia, Deepu Rajan
2004 A* conf
Region-of-interest based image resolution adaptation for MPEG-21 digital item.
ACM Multimedia
Yiqun Hu, Liang-Tien Chia, Deepu Rajan
2004 — conf
Salient Region Detection Using Weighted Feature Maps Based on the Human Visual Attention Model.
PCM (2)
Yiqun Hu, Xing Xie, Wei-Ying Ma, Liang-Tien Chia, Deepu Rajan