Zhe Liu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Effective Text Adaptation For LLM-Based ASR Through Soft Prompt Fine-Tuning	2024	Yingyi Ma Zhe Liu Ozlem Kalinli
+ PDF Chat	High-Throughput GPU Implementation of Dilithium Post-Quantum Digital Signature	2024	Shiyu Shen Hao Yang Wangchen Dai Hong Zhang Zhe Liu Yunlei Zhao
+ PDF Chat	Vision-driven Automated Mobile GUI Testing via Multimodal Large Language Model	2024	Zhe Liu Cheng Li Chunyang Chen Junjie Wang Boyu Wu Yawen Wang Jun Hu Qing Wang
+ PDF Chat	Programmable Nonlinear Quantum Photonic Circuits	2024	Kasper H. Nielsen Ying Wang Edward Deacon Patrik I. Sund Zhe Liu Sven‐Bodo Scholz Andreas D. Wieck Arne Ludwig Leonardo Midolo Anders S. Sørensen
+ PDF Chat	GhostEncoder: Stealthy backdoor attacks with dynamic triggers to pre-trained encoders in self-supervised learning	2024	Qiannan Wang Changchun Yin Liming Fang Zhe Liu Run Wang Chenhao Lin
+	Contextual Biasing of Named-Entities with Large Language Models	2024	Chuanneng Sun Zeeshan Ahmed Yingyi Ma Zhe Liu Lucas Kabela Yutong Pang Ozlem Kalinli
+	Recovering from Privacy-Preserving Masking with Large Language Models	2024	Arpita Vats Zhe Liu Su Peng Debjyoti Paul Yingyi Ma Yutong Pang Zeeshan Ahmed Ozlem Kalinli
+	Correction Focused Language Model Training For Speech Recognition	2024	Yingyi Ma Zhe Liu Ozlem Kalinli
+ PDF Chat	FairCMS: Cloud Media Sharing With Fair Copyright Protection	2024	Xiangli Xiao Yushu Zhang Leo Yu Zhang Zhongyun Hua Zhe Liu Jiwu Huang
+ PDF Chat	RARE: Robust Masked Graph Autoencoder	2023	Wenxuan Tu Qing Liao Sihang Zhou Xin Peng Chuan Ma Zhe Liu Xinwang Liu Zhiping Cai Kunlun He
+ PDF Chat	Sparse Federated Training of Object Detection in the Internet of Vehicles	2023	Luping Rao Chuan Ma Ming Ding Yuwen Qian Lu Zhou Zhe Liu
+	Mitigating Unintended Memorization in Language Models Via Alternating Teaching	2023	Zhe Liu Xuedong Zhang Fuchun Peng
+	Adaptive Multi-Corpora Language Model Training for Speech Recognition	2023	Yingyi Ma Zhe Liu Xuedong Zhang
+	Group Personalized Federated Learning	2023	Zhe Liu Yue Hui Fuchun Peng
+ PDF Chat	Efficient and Low Overhead Website Fingerprinting Attacks and Defenses based on TCP/IP Traffic	2023	Guodong Huang Chuan Ma Ming Ding Yuwen Qian Chunpeng Ge Liming Fang Zhe Liu
+	Efficient and Low Overhead Website Fingerprinting Attacks and Defenses based on TCP/IP Traffic	2023	Guodong Huang Chuan Ma Ming Ding Yuwen Qian Chunpeng Ge Liming Fang Zhe Liu
+	Mode-locking Theory for Long-Range Interaction in Artificial Neural Networks	2023	Xiuxiu Bai Shuaishuai Zhao Yao Gao Zhe Liu
+	Pressure-induced color change arising from transformation between intra- and inter-band transitions in LuH$_{2\pm x}$N$_{y}$	2023	Zhe Liu Yingjie Zhang Shenyang Huang Xue Ming Qing Li Chenghao Pan Yaomin Dai Xiaoxiang Zhou Xiyu Zhu Hugen Yan
+	G$^2$uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering	2023	Hao Yu Chuan Ma Meng Liu Xinwang Liu Zhe Liu Ming Ding
+	Contextual Biasing of Named-Entities with Large Language Models	2023	Chuanneng Sun Zeeshan Ahmed Yingyi Ma Zhe Liu Yutong Pang Ozlem Kalinli
+	Recovering from Privacy-Preserving Masking with Large Language Models	2023	Arpita Vats Zhe Liu Peng Su Debjyoti Paul Yingyi Ma Yutong Pang Zeeshan Ahmed Ozlem Kalinli
+	Forgetting Private Textual Sequences in Language Models via Leave-One-Out Ensemble	2023	Zhe Liu Ozlem Kalinli
+	Deterministic photon source of genuine three-qubit entanglement	2023	Yijian Meng Ming Lai Chan Rasmus B. Nielsen Martin Hayhurst Appel Zhe Liu Ying Wang Nikolai Bart Andreas D. Wieck Arne Ludwig Leonardo Midolo
+	Photonic fusion of entangled resource states from a quantum emitter	2023	Yijian Meng Carlos F. D. Faurby Ming Lai Chan Patrik I. Sund Zhe Liu Ying Wang Nikolai Bart Andreas D. Wieck Arne Ludwig Leonardo Midolo
+ PDF Chat	Improved Plantard Arithmetic for Lattice-based Cryptography	2022	Junhao Huang Jipeng Zhang Haosong Zhao Zhe Liu Ray C. C. Cheung Çetin Kaya Koç Donglong Chen
+ PDF Chat	Use the Spear as a Shield: An Adversarial Example Based Privacy-Preserving Technique Against Membership Inference Attacks	2022	Mingfu Xue Chengxiang Yuan Can He Yinghao Wu Zhiyu Wu Yushu Zhang Zhe Liu Weiqiang Liu
+ PDF Chat	Neural-FST Class Language Model for End-to-End Speech Recognition	2022	Antoine Bruguier Duc Le Rohit Prabhavalkar Dangna Li Zhe Liu Bo Wang Eun Chang Fuchun Peng Ozlem Kalinli Michael L. Seltzer
+	FedSynth: Gradient Compression via Synthetic Data in Federated Learning	2022	Shengyuan Hu Jack Goetz Kshitiz Malik Hongyuan Zhan Zhe Liu Yue Liu
+	Neural-FST Class Language Model for End-to-End Speech Recognition	2022	Antoine Bruguier Manh Duc Le Rohit Prabhavalkar Dangna Li Zhe Liu Bo Wang Eun Chang Fuchun Peng Ozlem Kalinli Michael L. Seltzer
+ PDF Chat	PromptAttack: Prompt-Based Attack for Language Models via Gradient Search	2022	Yundi Shi Piji Li Changchun Yin Zhaoyang Han Lu Zhou Zhe Liu
+	PromptAttack: Prompt-based Attack for Language Models via Gradient Search	2022	Yundi Shi Piji Li Changchun Yin Zhaoyang Han Lu Zhou Zhe Liu
+	Group Personalized Federated Learning	2022	Zhe Liu Yue Hui Fuchun Peng
+	Mitigating Unintended Memorization in Language Models via Alternating Teaching	2022	Zhe Liu Xuedong Zhang Fuchun Peng
+	Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus	2022	Yun Li Zhe Liu Lina Yao Molly V. Lucas Jessica J. M. Monaghan Yu Zhang
+	Adaptive Multi-Corpora Language Model Training for Speech Recognition	2022	Yingyi Ma Zhe Liu Xuedong Zhang
+	High-Throughput GPU Implementation of Dilithium Post-Quantum Digital Signature	2022	Shiyu Shen Yang Hao Wangchen Dai Hong Zhang Zhe Liu Yunlei Zhao
+	Information Bottleneck-Inspired Type Based Multiple Access for Remote Estimation in IoT Systems	2022	Meiyi Zhu Chunyan Feng Caili Guo Zhe Liu Nan Jiang Osvaldo Simeone
+	Simplified isogeny formulas on twisted Jacobi quartic curves	2021	Zhi Hu Zhe Liu Lin Wang Zijian Zhou
+ PDF Chat	Federated Marginal Personalization for ASR Rescoring	2021	Zhe Liu Fuchun Peng
+	Accountable Error Characterization	2021	Amita Misra Zhe Liu Jalal Mahmud
+	When and Why does a Model Fail? A Human-in-the-loop Error Detection Framework for Sentiment Analysis	2021	Zhe Liu Yufan Guo Jalal Mahmud
+	Accountable Error Characterization	2021	Amita Misra Zhe Liu Jalal Mahmud
+	Private Language Model Adaptation for Speech Recognition	2021	Zhe Liu Ke Li Shreyan Bakshi Fuchun Peng
+	Accountable Error Characterization	2021	Amita Misra Zhe Liu Jalal Mahmud
+	3D Invisible Cloak.	2020	Mingfu Xue Can He Zhiyu Wu Jian Wang Zhe Liu Weiqiang Liu
+ PDF Chat	Statistical Testing on ASR Performance via Blockwise Bootstrap	2020	Zhe Liu Fuchun Peng
+	Parallel Implementation of SM2 Elliptic Curve Cryptography on Intel Processors with AVX2	2020	Junhao Huang Zhe Liu Zhi Hu Johann Großschädl
+ PDF Chat	Semantic Learning and Emulation Based Cross-Platform Binary Vulnerability Seeker	2019	Jian Gao Yu Jiang Zhe Liu Xin Yang Cong Wang Xun Jiao Zijiang Yang Jiaguang Sun
+	GasFuzz: Generating High Gas Consumption Inputs to Avoid Out-of-Gas Vulnerability.	2019	Fuchen Ma Ying Fu Meng Ren Wanting Sun Zhe Liu Yu Jiang Jun Sun Jiaguang Sun
+	Nanomechanical single-photon routing	2019	Camille Papon Xiaoyan Zhou Henri Thyrrestrup Zhe Liu Søren Stobbe Rüdiger Schott Andreas D. Wieck Arne Ludwig Peter Lodahl Leonardo Midolo
+	Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection	2019	Xiang Zhang Lina Yao Manqing Dong Zhe Liu Yu Zhang Yong Li
+	On-chip nanomechanical filtering of quantum-dot single-photon sources	2019	Xiaoyan Zhou Ravitej Uppu Zhe Liu Camille Papon Rüdiger Schott Andreas D. Wieck Arne Ludwig Peter Lodahl Leonardo Midolo
+	Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media	2018	Tianran Hu Anbang Xu Zhe Liu Quanzeng You Yufan Guo Vibha Singhal Sinha Jiebo Luo Rama Akkiraju
+	Characterizing machine learning process: A maturity framework	2018	Rama Akkiraju Vibha Singhal Sinha Anbang Xu Jalal Mahmud Pritam Gundecha Zhe Liu Xiaotong Liu John N. Schumacher
+ PDF Chat	See the near future: A short-term predictive methodology to traffic load in ITS	2017	Xun Zhou Changle Li Zhe Liu Tom H. Luan Zhifang Miao Lina Zhu Lei Xiong
+	See the Near Future: A Short-Term Predictive Methodology to Traffic Load in ITS	2017	Xun Zhou Changle Li Zhe Liu Tom H. Luan Zhifang Miao Lina Zhu Lei Xiong
+ PDF Chat	Atomic momentum patterns with narrower intervals	2016	Baoguo Yang Shengjie Jin Xiangyu Dong Zhe Liu Lan Yin Xiaoji Zhou

Common Coauthors

Coauthor	Papers Together
Fuchun Peng	9
Ozlem Kalinli	9
Yingyi Ma	8
Arne Ludwig	5
Andreas D. Wieck	5
Leonardo Midolo	5
Jalal Mahmud	5
Peter Lodahl	5
Yutong Pang	4
Xuedong Zhang	4
Liming Fang	3
Amita Misra	3
Chuan Ma	3
Zeeshan Ahmed	3
Anders S. Sørensen	3
Changchun Yin	3
Yuwen Qian	3
Lu Zhou	2
Rüdiger Schott	2
Jiaguang Sun	2
Mingfu Xue	2
Arpita Vats	2
Zhi Hu	2
Antoine Bruguier	2
Stefano Paesani	2
Eun Chang	2
Weiqiang Liu	2
Junhao Huang	2
Zhifang Miao	2
Lina Zhu	2
Tom H. Luan	2
Wangchen Dai	2
Yushu Zhang	2
Lei Xiong	2
Rama Akkiraju	2
Debjyoti Paul	2
Ming Lai Chan	2
Changle Li	2
Rohit Prabhavalkar	2
Yue Hui	2
Vibha Singhal Sinha	2
Patrik I. Sund	2
Nikolai Bart	2
Ming Ding	2
Yu Jiang	2
Lina Yao	2
Michael L. Seltzer	2
Dangna Li	2
Chuanneng Sun	2
Anbang Xu	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Emformer: Efficient Memory Transformer Based Acoustic Model for Low Latency Streaming Speech Recognition	2021	Yangyang Shi Yongqiang Wang Chunyang Wu Ching-Feng Yeh Julian Chan Frank Zhang Duc Le Mike Seltzer	6
+ PDF Chat	Language Modeling with Deep Transformers	2019	Kazuki Irie Albert Zeyer Ralf Schlüter Hermann Ney	5
+ PDF Chat	An Analysis of Incorporating an External Language Model into a Sequence-to-Sequence Model	2018	Anjuli Kannan Yonghui Wu Patrick Nguyen Tara N. Sainath ZhiJeng Chen Rohit Prabhavalkar	5
+	Communication-Efficient Learning of Deep Networks from Decentralized Data	2016	H. Brendan McMahan Eider Moore Daniel Ramage Seth Hampson Blaise Agüera y Arcas	4
+ PDF Chat	Federated Acoustic Modeling for Automatic Speech Recognition	2021	Xiaodong Cui Songtao Lu Brian Kingsbury	3
+	LoRA: Low-Rank Adaptation of Large Language Models	2021	J. Edward Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Weizhu Chen	3
+ PDF Chat	A Parallelizable Lattice Rescoring Strategy with Neural Language Models	2021	Ke Li Daniel Povey Sanjeev Khudanpur	3
+ PDF Chat	Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework	2021	Dhruv Guliani Françoise Beaufays Giovanni Motta	3
+	Federated Optimization: Distributed Machine Learning for On-Device Intelligence	2016	Jakub Konečný H. Brendan McMahan Daniel Ramage Peter Richtárik	3
+	Federated Learning: Strategies for Improving Communication Efficiency	2016	Jakub Konečný H. Brendan McMahan Felix X. Yu Peter Richtárik Ananda Theertha Suresh Dave Bacon	3
+ PDF Chat	Federated Learning for Keyword Spotting	2019	David Leroy Alice Coucke Thibaut Lavril Thibault Gisselbrecht Joseph Dureau	3
+	Pointer Sentinel Mixture Models	2016	Stephen Merity Caiming Xiong James T. Bradbury Richard Socher	3
+	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	3
+ PDF Chat	Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer	2021	Suyoun Kim Yuan Shangguan Jay Mahadeokar Antoine Bruguier Christian Fuegen Michael L. Seltzer Duc Le	3
+	Private Language Model Adaptation for Speech Recognition	2021	Zhe Liu Ke Li Shreyan Bakshi Fuchun Peng	3
+	Llama 2: Open Foundation and Fine-Tuned Chat Models	2023	Hugo Touvron Louis Martin Kevin H. Stone Peter J. Albert Amjad Almahairi Yasmine Babaei Nikolay Bashlykov Soumya Batra Prajjwal Bhargava Shruti Bhosale	3
+	Sequence Transduction with Recurrent Neural Networks	2012	Alex Graves	3
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	3
+ PDF Chat	Spontaneous emission control of single quantum dots by electromechanical tuning of a photonic crystal cavity	2012	Leonardo Midolo Francesco Pagliano Thang B. Hoang Tianqi Xia F. W. M. van Otten Lianhe Li E. H. Linfield M. Lermer Sven Höfling A. Fiore	2
+	Prefix-Tuning: Optimizing Continuous Prompts for Generation	2021	Xiang Lisa Li Percy Liang	2
+ PDF Chat	Active demultiplexing of single photons from a solid‐state source	2017	Francesco Lenzini Ben Haylock J. C. Loredo Raphael A. Abrahão Nor Azwa Zakaria Sachin Kasture I. Sagnes A. Lemaı̂tre Hoang‐Phuong Phan Dzung Viet Dao	2
+ PDF Chat	Learning to Sample: An Active Learning Framework	2019	Jingyu Shao Qing Wang Fangbing Liu	2
+	On the Kolmogorov-Smirnov Test for Normality with Mean and Variance Unknown	1967	Hubert W. Lilliefors	2
+ PDF Chat	Scalable Multi Corpora Neural Language Models for ASR	2019	Anirudh Raju Denis Filimonov Gautam Tiwari Guitang Lan Ariya Rastrow	2
+ PDF Chat	Learning Private Neural Language Modeling with Attentive Aggregation	2019	Shaoxiong Ji Shirui Pan Guodong Long Xue Li Jing Jiang Zi Huang	2
+	Measuring the Similarity of Sentential Arguments in Dialogue	2016	Amita Misra Brian Ecker Marilyn Walker	2
+ PDF Chat	Deep Shallow Fusion for RNN-T Personalization	2021	Duc Le Gil Keren Julian Chan Jay Mahadeokar Christian Fuegen Michael L. Seltzer	2
+ PDF Chat	Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion	2021	Duc Le Mahaveer Jain Gil Keren Suyoun Kim Yangyang Shi Jay Mahadeokar Julian Chan Yuan Shangguan Christian Fuegen Ozlem Kalinli	2
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+	Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks	2016	Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg	2
+ PDF Chat	Towards Evaluating the Robustness of Neural Networks	2017	Nicholas Carlini David Wagner	2
+ PDF Chat	Photonic quantum technologies	2009	Jeremy L. O’Brien Akira Furusawa Jelena Vučković	2
+	Convolutional Neural Networks for Sentence Classification	2014	Yoon Kim	2
+	Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting	2019	Jun Shu Qi Xie Lixuan Yi Qian Zhao Sanping Zhou Zongben Xu Deyu Meng	2
+ PDF Chat	Quantum-dot based photonic quantum networks	2017	Peter Lodahl	2
+	Methods for interpreting and understanding deep neural networks	2017	Grégoire Montavon Wojciech Samek Klaus‐Robert Müller	2
+	Towards A Rigorous Science of Interpretable Machine Learning	2017	Finale Doshi‐Velez Been Kim	2
+ PDF Chat	On-chip single photon filtering and multiplexing in hybrid quantum photonic circuits	2017	Ali W. Elshaari Iman Esmaeil Zadeh Andreas Fognini Michael E. Reimer Dan Dalacu Philip J. Poole Val Zwiller Klaus D. Jöns	2
+ PDF Chat	Indistinguishable and efficient single photons from a quantum dot in a planar nanobeam waveguide	2017	Gabija Kiršanskė Henri Thyrrestrup Raphaël S. Daveau Chris Dreeßen Tommaso Pregnolato Leonardo Midolo Petru Tighineanu Alisa Javadi Søren Stobbe Rüdiger Schott	2
+ PDF Chat	"How May I Help You?": Modeling Twitter Customer ServiceConversations Using Fine-Grained Dialogue Acts	2017	Shereen Oraby Pritam Gundecha Jalal Mahmud Mansurul Bhuiyan Rama Akkiraju	2
+	Learning Differentially Private Recurrent Language Models	2017	H. Brendan McMahan Daniel Ramage Kunal Talwar Li Zhang	2
+ PDF Chat	Analysis Methods in Neural Language Processing: A Survey	2019	Yonatan Belinkov James Glass	2
+	Auditing Data Provenance in Text-Generation Models	2019	Congzheng Song Vitaly Shmatikov	2
+ PDF Chat	Streaming End-to-end Speech Recognition for Mobile Devices	2019	Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw Raziel Álvarez Ding Zhao David Rybach Anjuli Kannan Yonghui Wu Ruoming Pang	2
+ PDF Chat	Towards Explainable NLP: A Generative Explanation Framework for Text Classification	2019	Hui Liu Qingyu Yin William Yang Wang	2
+ PDF Chat	Interfacing single photons and single quantum dots with photonic nanostructures	2015	Peter Lodahl Sahand Mahmoodian Søren Stobbe	2
+	Federated Learning: Strategies for Improving Communication Efficiency	2016	Jakub Konečný H. Brendan McMahan Felix X. Yu Peter Richtárik Ananda Theertha Suresh Dave Bacon	2
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	2
+	Federated Meta-Learning with Fast Convergence and Efficient Communication	2018	Fei Chen Mi Luo Zhenhua Dong Zhenguo Li Xiuqiang He	2
+ PDF Chat	Electrostatically tunable optomechanical “zipper” cavity laser	2010	Raviv Perahia Jerry D. Cohen Seán M. Meenehan Thiago P. Mayer Alegre Oskar Painter	2