Shiyu Chang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
112
Venues
26
Active years
2011–2026
Best venue rank
A*
Where they publish
- A*ICML17 papers
- A*CVPR13 papers
- A*ICLR11 papers
- A*EMNLP9 papers
- A*ACL8 papers
- A*AAAI7 papers
- A*ICCV6 papers
- ANAACL6 papers
- A*ICDM5 papers
- AInterspeech4 papers
- A*IJCAI4 papers
- MulticonferenceICASSP3 papers
- A*KDD3 papers
- AEACL2 papers
- A*WWW2 papers
- AWACV2 papers
- BIJCNLP1 paper
- BASPDAC1 paper
- CASRU1 paper
- BCOLING1 paper
- AustralasianAI1 paper
- BICPP1 paper
- ABMVC1 paper
- BIJCNN1 paper
- ASDM1 paper
- AWSDM1 paper
Papers
112 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | WebDART: Dynamic Decomposition and Re-planning for Complex Web Tasks. | Jingbo Yang, Bairu Hou, Wei Wei, Shiyu Chang, Yujia Bao |
| 2026 | EACL | A Reinforcement Learning Framework for Robust and Secure LLM Watermarking. | Li An, Yujian Liu, Yepeng Liu, Yuheng Bu, Yang Zhang, Shiyu Chang |
| 2025 | EMNLP | Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion. | Yujian Liu, Jiabao Ji, Tong Yu, Ryan A. Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang |
| 2025 | ICCV | VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMS. | Qiucheng Wu, Handong Zhao, Michael Saxon, Trung Bui, William Yang Wang, Yang Zhang, Shiyu Chang |
| 2025 | ICLR | Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning. | Yujian Liu, Shiyu Chang, Tommi S. Jaakkola, Yang Zhang |
| 2025 | ICML | Instruction-Following Pruning for Large Language Models. | Bairu Hou, Qibin Chen, Jianyu Wang, Guoli Yin, Chong Wang, Nan Du, Ruoming Pang, Shiyu Chang, Tao Lei |
| 2025 | IJCNLP | Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing. | Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang |
| 2025 | NAACL | A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation. | Bairu Hou, Yang Zhang, Jacob Andreas, Shiyu Chang |
| 2024 | CVPR | Correcting Diffusion Generation Through Resampling. | Yujian Liu, Yang Zhang, Tommi S. Jaakkola, Shiyu Chang |
| 2024 | EMNLP | Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective. | Yujian Liu, Yang Zhang, Tommi S. Jaakkola, Shiyu Chang |
| 2024 | ICML | Speech Self-Supervised Learning Using Diffusion Model Synthetic Data. | Heting Gao, Kaizhi Qian, Junrui Ni, Chuang Gan, Mark A. Hasegawa-Johnson, Shiyu Chang, Yang Zhang |
| 2024 | ICML | Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling. | Bairu Hou, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang, Yang Zhang |
| 2024 | ICML | Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once. | Zhangheng Li, Shiwei Liu, Tianlong Chen, Ajay Kumar Jaiswal, Zhenyu Zhang, Dilin Wang, Raghuraman Krishnamoorthi, Shiyu Chang, Zhangyang Wang |
| 2024 | NAACL | Advancing the Robustness of Large Language Models through Self-Denoised Smoothing. | Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang |
| 2023 | ASPDAC | Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices. | Yimeng Zhang, Akshay Karkal Kamath, Qiucheng Wu, Zhiwen Fan, Wuyang Chen, Zhangyang Wang, Shiyu Chang, Sijia Liu, Cong Hao |
| 2023 | ASRU | Audio-Visual Neural Syntax Acquisition. | Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang, Karen Livescu, James R. Glass |
| 2023 | CVPR | Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models. | Qiucheng Wu, Yujian Liu, Handong Zhao, Ajinkya Kale, Trung Bui, Tong Yu, Zhe Lin, Yang Zhang, Shiyu Chang |
| 2023 | ICCV | Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis. | Qiucheng Wu, Yujian Liu, Handong Zhao, Trung Bui, Zhe Lin, Yang Zhang, Shiyu Chang |
| 2023 | ICCV | Robust Mixture-of-Expert Training for Convolutional Neural Networks. | Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang Wang, Sijia Liu |
| 2023 | ICLR | TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. | Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang |
| 2023 | ICML | PromptBoosting: Black-Box Text Classification with Ten Forward Passes. | Bairu Hou, Joe O'Connor, Jacob Andreas, Shiyu Chang, Yang Zhang |
| 2023 | ICML | Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models. | Guanhua Zhang, Jiabao Ji, Yang Zhang, Mo Yu, Tommi S. Jaakkola, Shiyu Chang |
| 2022 | AAAI | An Adversarial Framework for Generating Unseen Images by Activation Maximization. | Yang Zhang, Wang Zhou, Gaoyuan Zhang, David D. Cox, Shiyu Chang |
| 2022 | ACL | Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding. | Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun, Lifu Huang |
| 2022 | COLING | Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection. | Minqian Liu, Shiyu Chang, Lifu Huang |
| 2022 | CVPR | Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free. | Tianlong Chen, Zhenyu Zhang, Yihua Zhang, Shiyu Chang, Sijia Liu, Zhangyang Wang |
| 2022 | ICASSP | On the Interplay between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis. | Cheng-I Jeff Lai, Erica Cooper, Yang Zhang, Shiyu Chang, Kaizhi Qian, Yi-Lun Liao, Yung-Sung Chuang, Alexander H. Liu, Junichi Yamagishi, David D. Cox, James R. Glass |
| 2022 | ICLR | Optimizer Amalgamation. | Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang |
| 2022 | ICLR | Adversarial Support Alignment. | Shangyuan Tong, Timur Garipov, Yang Zhang, Shiyu Chang, Tommi S. Jaakkola |
| 2022 | ICLR | How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective. | Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu |
| 2022 | ICML | Learning Stable Classifiers by Transferring Unstable Features. | Yujia Bao, Shiyu Chang, Regina Barzilay |
| 2022 | ICML | Data-Efficient Double-Win Lottery Tickets from Robust Pre-training. | Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang |
| 2022 | ICML | Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness. | Tianlong Chen, Huan Zhang, Zhenyu Zhang, Shiyu Chang, Sijia Liu, Pin-Yu Chen, Zhangyang Wang |
| 2022 | ICML | ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers. | Kaizhi Qian, Yang Zhang, Heting Gao, Junrui Ni, Cheng-I Lai, David D. Cox, Mark Hasegawa-Johnson, Shiyu Chang |
| 2022 | ICML | Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization. | Yihua Zhang, Guanhua Zhang, Prashant Khanduri, Mingyi Hong, Shiyu Chang, Sijia Liu |
| 2022 | Interspeech | WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models. | Heting Gao, Junrui Ni, Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson |
| 2022 | Interspeech | Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition. | Junrui Ni, Liming Wang, Heting Gao, Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson |
| 2022 | NAACL | DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. | Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass |
| 2021 | AAAI | Self-Progressing Robust Training. | Minhao Cheng, Pin-Yu Chen, Sijia Liu, Shiyu Chang, Cho-Jui Hsieh, Payel Das |
| 2021 | AI | extending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. | Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu |
| 2021 | CVPR | The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models. | Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang |
| 2021 | EACL | Complementary Evidence Identification in Open-Domain Question Answering. | Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su |
| 2021 | ICASSP | Continuous Cnn For Nonuniform Time Series. | Hui Shi, Yang Zhang, Hao Wu, Shiyu Chang, Kaizhi Qian, Mark Hasegawa-Johnson, Jishen Zhao |
| 2021 | ICLR | Robust Overfitting may be mitigated by properly learned smoothening. | Tianlong Chen, Zhenyu Zhang, Sijia Liu, Shiyu Chang, Zhangyang Wang |
| 2021 | ICLR | Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning. | Tianlong Chen, Zhenyu Zhang, Sijia Liu, Shiyu Chang, Zhangyang Wang |
| 2021 | ICLR | Generating Adversarial Computer Programs using Optimized Obfuscations. | Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly |
| 2021 | ICML | Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers. | Yujia Bao, Shiyu Chang, Regina Barzilay |
| 2021 | ICML | Global Prosody Style Transfer Without Text Transcriptions. | Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David D. Cox, Mark Hasegawa-Johnson |
| 2021 | Interspeech | Zero-Shot Cross-Lingual Phonetic Recognition with External Language Embedding. | Heting Gao, Junrui Ni, Yang Zhang, Kaizhi Qian, Shiyu Chang, Mark Hasegawa-Johnson |
| 2020 | CVPR | Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning. | Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang |
| 2020 | EMNLP | Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning. | Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang |
| 2020 | ICLR | Few-shot Text Classification with Distributional Signatures. | Yujia Bao, Menghua Wu, Shiyu Chang, Regina Barzilay |
| 2020 | ICML | Proper Network Interpretability Helps Adversarial Robustness in Classification. | Akhilan Boopathy, Sijia Liu, Gaoyuan Zhang, Cynthia Liu, Pin-Yu Chen, Shiyu Chang, Luca Daniel |
| 2020 | ICML | Invariant Rationalization. | Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola |
| 2020 | ICML | Unsupervised Speech Decomposition via Triple Information Bottleneck. | Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson, David D. Cox |
| 2019 | AAAI | Hybrid Reinforcement Learning with Expert State Sequences. | Xiaoxiao Guo, Shiyu Chang, Mo Yu, Gerald Tesauro, Murray Campbell |
| 2019 | ACL | Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers. | Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar |
| 2019 | ACL | Self-Supervised Learning for Contextualized Extractive Summarization. | Hong Wang, Xin Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang |
| 2019 | ACL | TWEETQA: A Social Media Focused Question Answering Dataset. | Wenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang |
| 2019 | ACL | Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader. | Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang |
| 2019 | ACL | Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets. | Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Shiyu Chang, Mo Yu, Conghui Zhu, Tiejun Zhao |
| 2019 | CVPR | Additive Adversarial Learning for Unbiased Authentication. | Jian Liang, Yuren Cao, Chenbin Zhang, Shiyu Chang, Kun Bai, Zenglin Xu |
| 2019 | EMNLP | Context-Aware Conversation Thread Detection in Multi-Party Chat. | Ming Tan, Dakuo Wang, Yupeng Gao, Haoyu Wang, Saloni Potdar, Xiaoxiao Guo, Shiyu Chang, Mo Yu |
| 2019 | EMNLP | Out-of-Domain Detection for Low-Resource Text Classification Tasks. | Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu |
| 2019 | EMNLP | Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control. | Mo Yu, Shiyu Chang, Yang Zhang, Tommi S. Jaakkola |
| 2019 | ICCV | AutoGAN: Neural Architecture Search for Generative Adversarial Networks. | Xinyu Gong, Shiyu Chang, Yifan Jiang, Zhangyang Wang |
| 2019 | ICML | AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss. | Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Mark Hasegawa-Johnson |
| 2019 | KDD | Coupled Variational Recurrent Collaborative Filtering. | Qingquan Song, Shiyu Chang, Xia Hu |
| 2019 | NAACL | Sentence Embedding Alignment for Lifelong Relation Extraction. | Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang |
| 2019 | NAACL | Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing. | Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang |
| 2018 | AAAI | R | Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerry Tesauro, Bowen Zhou, Jing Jiang |
| 2018 | ACL | A Co-Matching Model for Multi-choice Reading Comprehension. | Shuohang Wang, Mo Yu, Jing Jiang, Shiyu Chang |
| 2018 | CVPR | Image Super-Resolution via Dual-State Recurrent Networks. | Wei Han, Shiyu Chang, Ding Liu, Mo Yu, Michael Witbrock, Thomas S. Huang |
| 2018 | EMNLP | Deriving Machine Attention from Human Rationales. | Yujia Bao, Shiyu Chang, Mo Yu, Regina Barzilay |
| 2018 | EMNLP | Improving Reinforcement Learning Based Image Captioning with Natural Language Prior. | Tszhang Guo, Shiyu Chang, Mo Yu, Kun Bai |
| 2018 | EMNLP | One-Shot Relational Learning for Knowledge Graphs. | Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang |
| 2018 | ICASSP | Deep Learning Based Speech Beamforming. | Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Dinei A. F. Florncio, Mark Hasegawa-Johnson |
| 2018 | ICLR | Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering. | Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell |
| 2018 | ICPP | Matrix Factorization on GPUs with Memory Optimization and Approximate Computing. | Wei Tan, Shiyu Chang, Liana Fong, Cheng Li, Zijun Wang, Liangliang Cao |
| 2018 | IJCAI | Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents. | Wenhan Xiong, Xiaoxiao Guo, Mo Yu, Shiyu Chang, Bowen Zhou, William Yang Wang |
| 2018 | NAACL | Diverse Few-Shot Text Classification with Multiple Metrics. | Mo Yu, Xiaoxiao Guo, Jinfeng Yi, Shiyu Chang, Saloni Potdar, Yu Cheng, Gerald Tesauro, Haoyu Wang, Bowen Zhou |
| 2018 | WWW | Co-Regularized Deep Multi-Network Embedding. | Jingchao Ni, Shiyu Chang, Xiao Liu, Wei Cheng, Haifeng Chen, Dongkuan Xu, Xiang Zhang |
| 2017 | BMVC | Transformed Anti-Sparse Hashing. | Zhangyang Wang, Ji Liu, Shuai Huang, Xinchao Wang, Shiyu Chang |
| 2017 | ICCV | Robust Video Super-Resolution with Learned Temporal Dynamics. | Ding Liu, Zhaowen Wang, Yuchen Fan, Xianming Liu, Zhangyang Wang, Shiyu Chang, Thomas S. Huang |
| 2017 | ICCV | Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-identification. | Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang, Pan Zhou |
| 2017 | ICLR | Fast Generation for Convolutional Autoregressive Models. | Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A. Hasegawa-Johnson, Roy H. Campbell, Thomas S. Huang |
| 2017 | IJCNN | Image aesthetics assessment using Deep Chatterjee's machine. | Zhangyang Wang, Ding Liu, Shiyu Chang, Florin Dolcos, Diane M. Beck, Thomas S. Huang |
| 2017 | Interspeech | Speech Enhancement Using Bayesian Wavenet. | Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Dinei Florncio, Mark Hasegawa-Johnson |
| 2017 | WWW | Streaming Recommender Systems. | Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang |
| 2016 | AAAI | Epitomic Image Super-Resolution. | Yingzhen Yang, Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Ding Liu, Honghui Shi, Thomas S. Huang |
| 2016 | CVPR | Studying Very Low Resolution Recognition Using Deep Networks. | Zhangyang Wang, Shiyu Chang, Yingzhen Yang, Ding Liu, Thomas S. Huang |
| 2016 | CVPR | D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images. | Zhangyang Wang, Ding Liu, Shiyu Chang, Qing Ling, Yingzhen Yang, Thomas S. Huang |
| 2016 | ICDM | Robust Convex Clustering Analysis. | Qi Wang, Pinghua Gong, Shiyu Chang, Thomas S. Huang, Jiayu Zhou |
| 2016 | ICDM | Low-Rank Sparse Feature Selection for Patient Similarity Learning. | Mengting Zhan, Shilei Cao, Buyue Qian, Shiyu Chang, Jishang Wei |
| 2016 | IJCAI | Learning A Deep ℓ | Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Qing Ling, Thomas S. Huang |
| 2016 | KDD | Positive-Unlabeled Learning in Streaming Networks. | Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang |
| 2016 | SDM | Learning A Task-Specific Deep Architecture For Clustering. | Zhangyang Wang, Shiyu Chang, Jiayu Zhou, Meng Wang, Thomas S. Huang |
| 2015 | CVPR | Self-tuned deep super resolution. | Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Wei Han, Jianchao Yang, Thomas S. Huang |
| 2015 | IJCAI | A Space Alignment Method for Cold-Start TV Show Recommendations. | Shiyu Chang, Jiayu Zhou, Pirooz Chubak, Junling Hu, Thomas S. Huang |
| 2015 | IJCAI | A Joint Optimization Framework of Sparse Coding and Discriminative Clustering. | Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Jinyan Li, Simon Fong, Thomas S. Huang |
| 2015 | KDD | Heterogeneous Network Embedding via Deep Architectures. | Shiyu Chang, Wei Han, Jiliang Tang, Guo-Jun Qi, Charu C. Aggarwal, Thomas S. Huang |
| 2015 | WACV | Scalable Similarity Learning Using Large Margin Neighborhood Embedding. | Zhaowen Wang, Jianchao Yang, Zhe Lin, Jonathan Brandt, Shiyu Chang, Thomas S. Huang |
| 2015 | WSDM | Negative Link Prediction in Social Media. | Jiliang Tang, Shiyu Chang, Charu C. Aggarwal, Huan Liu |
| 2014 | AAAI | Data Clustering by Laplacian Regularized L1-Graph. | Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas S. Huang |
| 2014 | ICDM | Learning Local Semantic Distances with Limited Supervision. | Shiyu Chang, Charu C. Aggarwal, Thomas S. Huang |
| 2014 | ICDM | Factorized Similarity Learning in Networks. | Shiyu Chang, Guo-Jun Qi, Charu C. Aggarwal, Jiayu Zhou, Meng Wang, Thomas S. Huang |
| 2014 | WACV | A joint perspective towards image super-resolution: Unifying external- and self-examples. | Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Jianchao Yang, Thomas S. Huang |
| 2013 | AAAI | Localizing Web Videos from Heterogeneous Images. | Xianming Liu, Yue Gao, Rongrong Ji, Shiyu Chang, Thomas S. Huang |
| 2013 | CVPR | Learning Locally-Adaptive Decision Functions for Person Verification. | Zhen Li, Shiyu Chang, Feng Liang, Thomas S. Huang, Liangliang Cao, John R. Smith |
| 2013 | ICDM | Multimedia LEGO: Learning Structured Model by Probabilistic Logic Ontology Tree. | Shiyu Chang, Guo-Jun Qi, Jinhui Tang, Qi Tian, Yong Rui, Thomas S. Huang |
| 2012 | CVPR | Beyond Mahalanobis distance: Learning second-order discriminant function for people verification. | Zhen Li, Liangliang Cao, Shiyu Chang, John R. Smith, Thomas S. Huang |
| 2011 | CVPR | Towards cross-category knowledge propagation for learning visual concepts. | Guo-Jun Qi, Charu C. Aggarwal, Yong Rui, Qi Tian, Shiyu Chang, Thomas S. Huang |