Xiangzhan Yu

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All published works

Action	Title	Year	Authors
+ PDF Chat	QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL	2024	Yinggang Sun Ziming Guo Haining Yu Chuanyi Liu Xiang Li Bingxuan Wang Xiangzhan Yu Tiancheng Zhao
+ PDF Chat	Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?	2022	Sanyuan Chen Yu Wu Chengyi Wang Shujie Liu Zhuo Chen Peidong Wang Gang Liu Jinyu Li Jian Wu Xiangzhan Yu
+ PDF Chat	WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	2022	Sanyuan Chen Chengyi Wang Zhengyang Chen Yu Wu Shujie Liu Zhuo Chen Jinyu Li Naoyuki Kanda Takuya Yoshioka Xiong Xiao
+ PDF Chat	Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training	2022	Sanyuan Chen Yu Wu Chengyi Wang Zhengyang Chen Zhuo Chen Shujie Liu Jian Wu Yao Qian Furu Wei Jinyu Li
+	Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?	2022	Sanyuan Chen Yu Wu Chengyi Wang Shujie Liu Zhuo Chen Peidong Wang Gang Liu Jinyu Li Jian Wu Xiangzhan Yu
+ PDF Chat	Ultra Fast Speech Separation Model with Teacher Student Learning	2021	Sanyuan Chen Yu Wu Zhuo Chen Jian Wu Takuya Yoshioka Shujie Liu Jinyu Li Xiangzhan Yu
+ PDF Chat	Don’t Shoot Butterfly with Rifles: Multi-Channel Continuous Speech Separation with Early Exit Transformer	2021	Sanyuan Chen Yu Wu Zhuo Chen Takuya Yoshioka Shujie Liu Jinyu Li Xiangzhan Yu
+	UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training	2021	Sanyuan Chen Yu Wu Chengyi Wang Zhengyang Chen Zhuo Chen Shujie Liu Jian Wu Yao Qian Furu Wei Jinyu Li
+	Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting	2020	Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu
+ PDF Chat	Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting	2020	Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu
+	Randomness Testing of Compressed Data	2010	Weiling Chang Binxing Fang Xiaochun Yun Shupeng Wang Xiangzhan Yu

Common Coauthors

Coauthor	Papers Together
Sanyuan Chen	9
Jinyu Li	7
Shujie Liu	7
Furu Wei	5
Chengyi Wang	5
Jian Wu	4
Yu Wu	4
Zhuo Chen	4
Yao Qian	3
Zhengyang Chen	3
Yu Wu	3
Takuya Yoshioka	3
Yiming Cui	2
Peidong Wang	2
Wanxiang Che	2
Gang Liu	2
Jian Wu	2
Yutai Hou	2
Long Zhou	1
Zhuo Chen	1
Binxing Fang	1
Shupeng Wang	1
Bingxuan Wang	1
Shuo Ren	1
Haining Yu	1
Naoyuki Kanda	1
Yinggang Sun	1
Xiaochun Yun	1
Weiling Chang	1
Chuanyi Liu	1
Michael Zeng	1
Xiang Li	1
Yanmin Qian	1
Zhuo Chen	1
Ting Liu	1
Zhuo Chen	1
Ziming Guo	1
Ting Liu	1
Xiong Xiao	1
Tiancheng Zhao	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	5
+ PDF Chat	Libri-Light: A Benchmark for ASR with Limited or No Supervision	2020	Jacob Kahn Maude Rivière Wenlong Zheng Eugene Kharitonov Qinmei Xu Pierre-Emmanuel Mazaré Julien Karadayi Vitaliy Liptchinsky Ronan Collobert Christian Fuegen	4
+	XLNet: Generalized Autoregressive Pretraining for Language Understanding	2019	Zhilin Yang Zihang Dai Yiming Yang Jaime Carbonell Ruslan Salakhutdinov Quoc V. Le	3
+	wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations	2020	Alexei Baevski Henry Zhou Abdelrahman Mohamed Michael Auli	3
+ PDF Chat	Continuous Speech Separation: Dataset and Analysis	2020	Zhuo Chen Takuya Yoshioka Liang Lu Tianyan Zhou Zhong Meng Yi Luo Jian Wu Xiong Xiao Jinyu Li	3
+ PDF Chat	BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	2022	Yu Zhang Daniel Park Wei Han James Qin Anmol Gulati Joel Shor Aren Jansen Yuanzhong Xu Yanping Huang Shibo Wang	3
+ PDF Chat	SUPERB: Speech Processing Universal PERformance Benchmark	2021	Shu-Wen Yang Po-Han Chi Yung-Sung Chuang Cheng-I Lai Kushal Lakhotia Yist Y. Lin Andy T. Liu Jiatong Shi Xuankai Chang Guan-Ting Lin	3
+	VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation	2021	Changhan Wang Morgane Rivière Ann Lee Anne Wu Chaitanya Talnikar Daniel Haziza Mary Williamson Juan Pino Emmanuel Dupoux	3
+	HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units	2021	Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdelrahman Mohamed	3
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	3
+	Side-Tuning: Network Adaptation via Additive Side Networks	2019	Jeffrey O. Zhang Alexander F. Sax Amir Zamir Leonidas Guibas Jitendra Malik	2
+	vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations	2019	Alexei Baevski Steffen Schneider Michael Auli	2
+	An Overview of Multi-Task Learning in Deep Neural Networks	2017	Sebastian Ruder	2
+	Semantic Mask for Transformer based End-to-End Speech Recognition	2019	Chengyi Wang Yu Wu Yujiao Du Jinyu Li Shujie Liu Liang Lu Shuo Ren Guoli Ye Sheng Zhao Ming Zhou	2
+	An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks	2013	Ian Goodfellow Mehdi Mirza Xiao Da Aaron Courville Yoshua Bengio	2
+	Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models	2019	Cheolhyoung Lee Kyunghyun Cho Wanmo Kang	2
+ PDF Chat	Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders	2020	Andy T. Liu Shu-Wen Yang Po-Han Chi Po‐Chun Hsu Hung-yi Lee	2
+	To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks	2019	Matthew E. Peters Sebastian Ruder Noah A. Smith	2
+	Explicit Inductive Bias for Transfer Learning with Convolutional Networks	2018	Xuhong Li Yves Grandvalet Franck Davoine	2
+	New perspectives on the natural gradient method.	2014	James Martens	2
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	2
+ PDF Chat	ArcFace: Additive Angular Margin Loss for Deep Face Recognition	2019	Jiankang Deng Jia Guo Niannan Xue Stefanos Zafeiriou	2
+ PDF Chat	Universal Language Model Fine-tuning for Text Classification	2018	Jeremy Howard Sebastian Ruder	2
+	Continual learning: A comparative study on how to defy forgetting in classification tasks.	2019	Matthias De Lange Rahaf Aljundi Marc Masana Sarah Parisot Jia Xu Aleš Leonardis Greg Slabaugh Tinne Tuytelaars	2
+	Representation Learning with Contrastive Predictive Coding	2018	Aäron van den Oord Yazhe Li Oriol Vinyals	2
+ PDF Chat	Neural Network Acceptability Judgments	2019	Alex Warstadt Amanpreet Singh Samuel R. Bowman	2
+	Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks	2018	Jason Phang Thibault Févry Samuel R. Bowman	2
+	Self-Attention with Relative Position Representations	2018	Peter Shaw Jakob Uszkoreit Ashish Vaswani	2
+ PDF Chat	Permutation invariant training of deep models for speaker-independent multi-talker speech separation	2017	Dong Yu Morten Kolbæk Zheng‐Hua Tan Jesper Jensen	2
+	Online continual learning with no task boundaries.	2019	Rahaf Aljundi Min Lin Baptiste Goujaud Yoshua Bengio	2
+ PDF Chat	iCaRL: Incremental Classifier and Representation Learning	2017	Sylvestre-Alvise Rebuffi Alexander Kolesnikov Georg Sperl Christoph H. Lampert	2
+ PDF Chat	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	2
+	On Quadratic Penalties in Elastic Weight Consolidation	2017	Ferenc Huszár	2
+	A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition	2019	Jiabin Xue Jiqing Han Tieran Zheng Xiang Gao Jiaxing Guo	2
+	Continual Learning with Deep Generative Replay	2017	Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim	2
+ PDF Chat	Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting	2018	Xialei Liu Marc Masana Luis Herranz Joost van de Weijer Antonio M. López Andrew D. Bagdanov	2
+	Less-forgetting Learning in Deep Neural Networks	2016	Heechul Jung Jeongwoo Ju Minju Jung Junmo Kim	2
+ PDF Chat	Memory Aware Synapses: Learning What (not) to Forget	2018	Rahaf Aljundi Francesca Babiloni Mohamed Elhoseiny Marcus Rohrbach Tinne Tuytelaars	2
+	Learning without Forgetting	2017	Zhizhong Li Derek Hoiem	2
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	2
+ PDF Chat	Incremental Learning Through Deep Adaptation	2018	Amir Rosenfeld John K. Tsotsos	2
+ PDF Chat	SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition	2019	Daniel Park William Chan Yu Zhang Chung‐Cheng Chiu Barret Zoph Ekin D. Cubuk Quoc V. Le	2
+	Overcoming catastrophic forgetting in neural networks	2017	James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska‐Barwińska	2
+ PDF Chat	How Transferable are Neural Networks in NLP Applications?	2016	Lili Mou Meng Zhao Rui Yan Ge Li Yan Xu Lu Zhang Zhi Jin	2
+ PDF Chat	Regularization techniques for fine-tuning in neural machine translation	2017	Antonio Valerio Miceli Barone Barry Haddow Ulrich Germann Rico Sennrich	2
+ PDF Chat	Scheduled Multi-Task Learning: From Syntax to Translation	2018	Eliyahu Kiperwasser Miguel Ballesteros	2
+	Generating Sentences from a Continuous Space	2016	Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafał Józefowicz Samy Bengio	2
+ PDF Chat	PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	2018	Arun Mallya Svetlana Lazebnik	2
+ PDF Chat	wav2vec: Unsupervised Pre-Training for Speech Recognition	2019	Steffen Schneider Alexei Baevski Ronan Collobert Michael Auli	2
+ PDF Chat	Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks	2017	Morten Kolbæk Dong Yu Zheng‐Hua Tan Jesper Jensen	2