Shiyu Chang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 216

Top Venues

CoRR

ICML

NeurIPS

ICLR

Publications

Yujian Liu, Jiabao Ji, Tong Yu, Ryan A. Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion. CoRR (2024)
Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. ICLR (2023)
Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian Price, Shiyu Chang
Improving Diffusion Models for Scene Text Editing with Dual Encoders. CoRR (2023)
Zhen Zhang, Guanhua Zhang, Bairu Hou, Wenqi Fan, Qing Li, Sijia Liu, Yang Zhang, Shiyu Chang
Certified Robustness for Large Language Models with Self-Denoising. CoRR (2023)
Bairu Hou, Joe O'Connor, Jacob Andreas, Shiyu Chang, Yang Zhang
PromptBoosting: Black-Box Text Classification with Ten Forward Passes. ICML (2023)
Yimeng Zhang, Akshay Karkal Kamath, Qiucheng Wu, Zhiwen Fan, Wuyang Chen, Zhangyang Wang, Shiyu Chang, Sijia Liu, Cong Hao
Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices. ASP-DAC (2023)
Qiucheng Wu, Yujian Liu, Handong Zhao, Trung Bui, Zhe Lin, Yang Zhang, Shiyu Chang
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis. CoRR (2023)
Bairu Hou, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang, Yang Zhang
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling. CoRR (2023)
Janak Sharda, Wantong Li, Qiucheng Wu, Shiyu Chang, Shimeng Yu
Temporal Frame Filtering for Autonomous Driving Using 3D-Stacked Global Shutter CIS With IWO Buffer Memory and Near-Pixel Compute. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (5) (2023)
Qiucheng Wu, Yujian Liu, Handong Zhao, Ajinkya Kale, Trung Bui, Tong Yu, Zhe Lin, Yang Zhang, Shiyu Chang
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models. CVPR (2023)
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
Audio-Visual Neural Syntax Acquisition. CoRR (2023)
Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang Wang, Sijia Liu
Robust Mixture-of-Expert Training for Convolutional Neural Networks. ICCV (2023)
Yujian Liu, Yang Zhang, Tommi S. Jaakkola, Shiyu Chang
Correcting Diffusion Generation through Resampling. CoRR (2023)
Qiucheng Wu, Yujian Liu, Handong Zhao, Trung Bui, Zhe Lin, Yang Zhang, Shiyu Chang
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis. ICCV (2023)
Jinghan Jia, Shashank Srikant, Tamara Mitrovska, Chuang Gan, Shiyu Chang, Sijia Liu, Una-May O'Reilly
ClawSAT: Towards Both Robust and Accurate Code Models. SANER (2023)
Guanhua Zhang, Jiabao Ji, Yang Zhang, Mo Yu, Tommi S. Jaakkola, Shiyu Chang
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models. ICML (2023)
Yihua Zhang, Yimeng Zhang, Aochuan Chen, Jinghan Jia, Jiancheng Liu, Gaowen Liu, Mingyi Hong, Shiyu Chang, Sijia Liu
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning. CoRR (2023)
Guanhua Zhang, Jiabao Ji, Yang Zhang, Mo Yu, Tommi S. Jaakkola, Shiyu Chang
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models. CoRR (2023)
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
Audio-Visual Neural Syntax Acquisition. ASRU (2023)
Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang Wang, Sijia Liu
Robust Mixture-of-Expert Training for Convolutional Neural Networks. CoRR (2023)
Yihua Zhang, Yimeng Zhang, Aochuan Chen, Jinghan Jia, Jiancheng Liu, Gaowen Liu, Mingyi Hong, Shiyu Chang, Sijia Liu
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning. NeurIPS (2023)
Deyu Zou, Shikun Liu, Siqi Miao, Victor Fung, Shiyu Chang, Pan Li
GDL-DS: A Benchmark for Geometric Deep Learning under Distribution Shifts. CoRR (2023)
Alex Mei, Michael Saxon, Shiyu Chang, Zachary C. Lipton, William Yang Wang
Users are the North Star for AI Transparency. CoRR (2023)
Qiucheng Wu, Yifan Jiang, Junru Wu, Victor Kulikov, Vidit Goel, Nikita Orlov, Humphrey Shi, Zhangyang Wang, Shiyu Chang
Broad Spectrum Image Deblurring via an Adaptive Super-Network. IEEE Trans. Image Process. 32 (2023)
Heting Gao, Junrui Ni, Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson
WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models. INTERSPEECH (2022)
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
On the Interplay between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis. ICASSP (2022)
Minqian Liu, Shiyu Chang, Lifu Huang
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection. COLING (2022)
Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning. Trans. Mach. Learn. Res. 2022 (2022)
Bairu Hou, Joe O'Connor, Jacob Andreas, Shiyu Chang, Yang Zhang
PromptBoosting: Black-Box Text Classification with Ten Forward Passes. CoRR (2022)
Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. CoRR (2022)
Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang
Fairness Reprogramming. NeurIPS (2022)
Qiucheng Wu, Yifan Jiang, Junru Wu, Kai Wang, Gong Zhang, Humphrey Shi, Zhangyang Wang, Shiyu Chang
Grasping the Arrow of Time from the Singularity: Decoding Micromotion in Low-dimensional Latent Spaces from StyleGAN. CoRR (2022)
Jinghan Jia, Shashank Srikant, Tamara Mitrovska, Chuang Gan, Shiyu Chang, Sijia Liu, Una-May O'Reilly
CLAWSAT: Towards Both Robust and Accurate Code Models. CoRR (2022)
Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
Optimizer Amalgamation. ICLR (2022)
Tianlong Chen, Zhenyu Zhang, Yihua Zhang, Shiyu Chang, Sijia Liu, Zhangyang Wang
Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free. CoRR (2022)
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. NAACL-HLT (2022)
Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning. CoRR (2022)
Wantong Li, Qiucheng Wu, Janak Sharda, Shiyu Chang, Shimeng Yu
Temporal Frame Filtering with Near-Pixel Compute for Autonomous Driving. AICAS (2022)
Shangyuan Tong, Timur Garipov, Yang Zhang, Shiyu Chang, Tommi S. Jaakkola
Adversarial Support Alignment. ICLR (2022)
Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang
Fairness Reprogramming. CoRR (2022)
Tianlong Chen, Huan Zhang, Zhenyu Zhang, Shiyu Chang, Sijia Liu, Pin-Yu Chen, Zhangyang Wang
Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness. CoRR (2022)
Heting Gao, Junrui Ni, Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson
WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models. CoRR (2022)
Yujia Bao, Shiyu Chang, Regina Barzilay
Learning Stable Classifiers by Transferring Unstable Features. ICML (2022)
Tianlong Chen, Zhenyu Zhang, Jun Wu, Randy Huang, Sijia Liu, Shiyu Chang, Zhangyang Wang
Can You Win Everything with A Lottery Ticket? Trans. Mach. Learn. Res. 2022 (2022)
Yang Zhang, Wang Zhou, Gaoyuan Zhang, David D. Cox, Shiyu Chang
An Adversarial Framework for Generating Unseen Images by Activation Maximization. AAAI (2022)
Yimeng Zhang, Akshay Karkal Kamath, Qiucheng Wu, Zhiwen Fan, Wuyang Chen, Zhangyang Wang, Shiyu Chang, Sijia Liu, Cong Hao
Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices. CoRR (2022)
Kaizhi Qian, Yang Zhang, Heting Gao, Junrui Ni, Cheng-I Lai, David D. Cox, Mark Hasegawa-Johnson, Shiyu Chang
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers. ICML (2022)
Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun, Lifu Huang
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding. ACL (Findings) (2022)
Qiucheng Wu, Yujian Liu, Handong Zhao, Ajinkya Kale, Trung Bui, Tong Yu, Zhe Lin, Yang Zhang, Shiyu Chang
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models. CoRR (2022)
Tianlong Chen, Zhenyu Zhang, Yihua Zhang, Shiyu Chang, Sijia Liu, Zhangyang Wang
Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free. CVPR (2022)
Shangyuan Tong, Timur Garipov, Yang Zhang, Shiyu Chang, Tommi S. Jaakkola
Adversarial Support Alignment. CoRR (2022)
Kaizhi Qian, Yang Zhang, Heting Gao, Junrui Ni, Cheng-I Lai, David D. Cox, Mark Hasegawa-Johnson, Shiyu Chang
Improving Self-Supervised Speech Representations by Disentangling Speakers. CoRR (2022)
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Wen-tau Yih, Yoon Kim, James R. Glass
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. CoRR (2022)
Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective. CoRR (2022)
Yihua Zhang, Guanhua Zhang, Prashant Khanduri, Mingyi Hong, Shiyu Chang, Sijia Liu
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization. ICML (2022)
Tianlong Chen, Huan Zhang, Zhenyu Zhang, Shiyu Chang, Sijia Liu, Pin-Yu Chen, Zhangyang Wang
Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness. ICML (2022)
Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training. ICML (2022)
Junrui Ni, Liming Wang, Heting Gao, Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition. INTERSPEECH (2022)
Heting Gao, Junrui Ni, Yang Zhang, Kaizhi Qian, Shiyu Chang, Mark Hasegawa-Johnson
Domain Generalization for Language-Independent Automatic Speech Recognition. Frontiers Artif. Intell. 5 (2022)
Minqian Liu, Shiyu Chang, Lifu Huang
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection. CoRR (2022)
Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
Optimizer Amalgamation. CoRR (2022)
Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective. ICLR (2022)
Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training. CoRR (2022)
Junrui Ni, Liming Wang, Heting Gao, Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition. CoRR (2022)
Yujia Bao, Shiyu Chang, Regina Barzilay
Learning Stable Classifiers by Transferring Unstable Features. CoRR (2021)
Mo Yu, Yang Zhang, Shiyu Chang, Tommi S. Jaakkola
Understanding Interlocking Dynamics of Cooperative Rationalization. NeurIPS (2021)
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David D. Cox, Jim Glass
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition. NeurIPS (2021)
Tianlong Chen, Zhenyu Zhang, Sijia Liu, Shiyu Chang, Zhangyang Wang
Robust Overfitting may be mitigated by properly learned smoothening. ICLR (2021)
Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly
Generating Adversarial Computer Programs using Optimized Obfuscations. ICLR (2021)
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David D. Cox, James R. Glass
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition. CoRR (2021)
Yifan Jiang, Shiyu Chang, Zhangyang Wang
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up. NeurIPS (2021)
Yifan Jiang, Shiyu Chang, Zhangyang Wang
TransGAN: Two Transformers Can Make One Strong GAN. CoRR (2021)
Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David D. Cox, Mark Hasegawa-Johnson
Global Rhythm Style Transfer Without Text Transcriptions. CoRR (2021)
Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su
Complementary Evidence Identification in Open-Domain Question Answering. CoRR (2021)
Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun, Lifu Huang
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding. CoRR (2021)
Minhao Cheng, Pin-Yu Chen, Sijia Liu, Shiyu Chang, Cho-Jui Hsieh, Payel Das
Self-Progressing Robust Training. AAAI (2021)
Yihua Zhang, Guanhua Zhang, Prashant Khanduri, Mingyi Hong, Shiyu Chang, Sijia Liu
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization. CoRR (2021)
Yujia Bao, Shiyu Chang, Regina Barzilay
Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers. ICML (2021)
Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su
Complementary Evidence Identification in Open-Domain Question Answering. EACL (2021)
Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David Cox, Mark Hasegawa-Johnson
Global Prosody Style Transfer Without Text Transcriptions. ICML (2021)
Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly
Generating Adversarial Computer Programs using Optimized Obfuscations. CoRR (2021)
Mo Yu, Yang Zhang, Shiyu Chang, Tommi S. Jaakkola
Understanding Interlocking Dynamics of Cooperative Rationalization. CoRR (2021)
Heting Gao, Junrui Ni, Yang Zhang, Kaizhi Qian, Shiyu Chang, Mark Hasegawa-Johnson
Zero-Shot Cross-Lingual Phonetic Recognition with External Language Embedding. Interspeech (2021)
Hui Shi, Yang Zhang, Hao Wu, Shiyu Chang, Kaizhi Qian, Mark Hasegawa-Johnson, Jishen Zhao
Continuous Cnn For Nonuniform Time Series. ICASSP (2021)
Tianlong Chen, Zhenyu Zhang, Sijia Liu, Shiyu Chang, Zhangyang Wang
Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning. ICLR (2021)
Cheng-I Jeff Lai, Erica Cooper, Yang Zhang, Shiyu Chang, Kaizhi Qian, Yi-Lun Liao, Yung-Sung Chuang, Alexander H. Liu, Junichi Yamagishi, David Cox, James R. Glass
On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis. CoRR (2021)
Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang
The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models. CVPR (2021)
Yujia Bao, Shiyu Chang, Regina Barzilay
Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers. CoRR (2021)
Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
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. Canadian Conference on AI (2021)
Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models. CoRR (2020)
Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola
Invariant Rationalization. ICML (2020)
Akhilan Boopathy, Sijia Liu, Gaoyuan Zhang, Cynthia Liu, Pin-Yu Chen, Shiyu Chang, Luca Daniel
Proper Network Interpretability Helps Adversarial Robustness in Classification. ICML (2020)
Kaizhi Qian, Yang Zhang, Shiyu Chang, David D. Cox, Mark Hasegawa-Johnson
Unsupervised Speech Decomposition via Triple Information Bottleneck. CoRR (2020)
Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson, David D. Cox
Unsupervised Speech Decomposition via Triple Information Bottleneck. ICML (2020)
Akhilan Boopathy, Sijia Liu, Gaoyuan Zhang, Cynthia Liu, Pin-Yu Chen, Shiyu Chang, Luca Daniel
Proper Network Interpretability Helps Adversarial Robustness in Classification. CoRR (2020)
Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. CoRR (2020)
Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola
Invariant Rationalization. CoRR (2020)
Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning. CoRR (2020)
Wang Zhou, Shiyu Chang, Norma E. Sosa, Hendrik F. Hamann, David D. Cox
Lifelong Object Detection. CoRR (2020)
Yujia Bao, Menghua Wu, Shiyu Chang, Regina Barzilay
Few-shot Text Classification with Distributional Signatures. ICLR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shiyu Chang