Yang Zhang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 58

Top Topics

Speech Recognition

Semantic Smoothing

Top Venues

Publications

Junrui Ni, Liming Wang, Yang Zhang, Kaizhi Qian, Heting Gao, Mark Hasegawa-Johnson, Chang D. Yoo
Towards Unsupervised Speech Recognition Without Pronunciation Models. CoRR (2024)
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)
Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing. CoRR (2024)
Qiucheng Wu, Handong Zhao, Michael Saxon, Trung Bui, William Yang Wang, Yang Zhang, Shiyu Chang
VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs. CoRR (2024)
Jiabao Ji, Yujian Liu, Yang Zhang, Gaowen Liu, Ramana Rao Kompella, Sijia Liu, Shiyu Chang
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference. CoRR (2024)
Yujian Liu, Yang Zhang, Tommi S. Jaakkola, Shiyu Chang
Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective. CoRR (2024)
Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing. CoRR (2024)
Bairu Hou, Yang Zhang, Jacob Andreas, Shiyu Chang
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation. 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)
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)
Yujian Liu, Yang Zhang, Tommi S. Jaakkola, Shiyu Chang
Correcting Diffusion Generation through Resampling. 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)
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)
Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang
Fairness Reprogramming. NeurIPS (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)
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)
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)
Yang Zhang, Wang Zhou, Gaoyuan Zhang, David D. Cox, Shiyu Chang
An Adversarial Framework for Generating Unseen Images by Activation Maximization. AAAI (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)
Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifan Ye, Zhongzhi Yu, Cheng-I Jeff Lai, Celine Lin
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing. NeurIPS (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)
Chak Ho Chan, Kaizhi Qian, Yang Zhang, Mark Hasegawa-Johnson
SpeechSplit2.0: Unsupervised Speech Disentanglement for Voice Conversion without Tuning Autoencoder Bottlenecks. ICASSP (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)
Chak Ho Chan, Kaizhi Qian, Yang Zhang, Mark Hasegawa-Johnson
SpeechSplit 2.0: Unsupervised speech disentanglement for voice conversion Without tuning autoencoder Bottlenecks. CoRR (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)
Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifan Ye, Zhongzhi Yu, Cheng-I Lai, Yingyan Lin
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing. 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)
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)
Yonggan Fu, Qixuan Yu, Yang Zhang, Shang Wu, Xu Ouyang, David D. Cox, Yingyan Lin
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks. NeurIPS (2021)
Mark R. Saddler, Andrew Francl, Jenelle Feather, Kaizhi Qian, Yang Zhang, Josh H. McDermott
Speech Denoising with Auditory Models. Interspeech (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)
Yonggan Fu, Yang Zhang, Yue Wang, Zhihan Lu, Vivek Boominathan, Ashok Veeraraghavan, Yingyan Lin
SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-powered Intelligent PhlatCam. ICCV (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)
Yang Zhang, Shiyu Chang, Mo Yu, Kaizhi Qian
An Efficient and Margin-Approaching Zero-Confidence Adversarial Attack. CoRR (2019)
Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Mark Hasegawa-Johnson
Zero-Shot Voice Style Transfer with Only Autoencoder Loss. CoRR (2019)
Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Dinei A. F. Florêncio, Mark Hasegawa-Johnson
Deep Learning Based Speech Beamforming. ICASSP (2018)
Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Dinei A. F. Florêncio, Mark Hasegawa-Johnson
Deep Learning Based Speech Beamforming. CoRR (2018)
Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiaodong Cui, Michael J. Witbrock, Mark A. Hasegawa-Johnson, Thomas S. Huang
Dilated Recurrent Neural Networks. NIPS (2017)
Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A. Hasegawa-Johnson, Roy H. Campbell, Thomas S. Huang
Fast Generation for Convolutional Autoregressive Models. ICLR (Workshop) (2017)
Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Dinei Florêncio, Mark Hasegawa-Johnson
Speech Enhancement Using Bayesian Wavenet. INTERSPEECH (2017)
Tarek Sakakini, Renato Ferreira Leitão Azevedo, Victor Sadauskas, Kuangxiao Gu, Yang Zhang, Suma Bhat, Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Ann M. Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich
Dr. Babel Fish: A Machine Translator to Simplify Providers' Language. AMIA (2017)
Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, William Schuh, Renato Ferreira Leitão Azevedo, Kuangxiao Gu, Yang Zhang, Bidisha Roy, Rocío García-Retamero
A multidisciplinary approach to designing and evaluating Electronic Medical Record portal messages that support patient self-care. J. Biomed. Informatics 69 (2017)
Yang Zhang, Dinei Florêncio, Mark Hasegawa-Johnson
Glottal Model Based Speech Beamforming for ad-hoc Microphone Arrays. INTERSPEECH (2017)
Renato Ferreira Leitão Azevedo, Kuangxiao Gu, Yang Zhang, Victor Sadauskas, Tarek Sakakini, Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Suma Bhat, Ann Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich, William Schuh
Using Computer Agents to Explain Clinical Test Results. AMIA (2017)
Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A. Hasegawa-Johnson, Roy H. Campbell, Thomas S. Huang
Fast Generation for Convolutional Autoregressive Models. CoRR (2017)
Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiaodong Cui, Michael J. Witbrock, Mark Hasegawa-Johnson, Thomas S. Huang
Dilated Recurrent Neural Networks. CoRR (2017)
Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang
Streaming Recommender Systems. WWW (2017)
Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang
Streaming Recommender Systems. CoRR (2016)
Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang
Positive-Unlabeled Learning in Streaming Networks. KDD (2016)
Ruobai Wang, Yang Zhang, Zhijian Ou, Mark Hasegawa-Johnson
Use of particle filtering and MCMC for inference in Probabilistic Acoustic Tube model. SSP (2016)
Tom Le Paine, Pooya Khorrami, Shiyu Chang, Yang Zhang, Prajit Ramachandran, Mark A. Hasegawa-Johnson, Thomas S. Huang
Fast Wavenet Generation Algorithm. CoRR (2016)
Yang Zhang, Nasser M. Nasrabadi, Mark Hasegawa-Johnson
Multichannel transient acoustic signal classification using task-driven dictionary with joint sparsity and beamforming. ICASSP (2015)
Yang Zhang, Zhijian Ou, Mark Hasegawa-Johnson
Incorporating AM-FM effect in voiced speech for probabilistic acoustic tube model. WASPAA (2015)
Xiayu Chen, Yang Zhang, Mark Hasegawa-Johnson
An iterative approach to decision tree training for context dependent speech synthesis. INTERSPEECH (2014)
Yang Zhang, Zhijian Ou, Mark Hasegawa-Johnson
Improvement of Probabilistic Acoustic Tube model for speech decomposition. ICASSP (2014)