Lisha Chen

53 papers A* 11A 4C 1Misc 2Journal 25Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
BiRQ: Bi-Level Self-Labeling Random Quantization for Self-Supervised Speech Recognition.
CoRR
Liuyuan Jiang, Xiaodong Cui, Brian Kingsbury, Tianyi Chen, Lisha Chen
2025 A* conf
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance.
ICML
Lisha Chen, Quan Xiao, Ellen Hidemi Fukuda, Xinyi Chen, Kun Yuan, Tianyi Chen
2025 J jnl
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance.
CoRR
Lisha Chen, Quan Xiao, Ellen Hidemi Fukuda, Xinyi Chen, Kun Yuan, Tianyi Chen
2025 J jnl
Efficient Penalty-Based Bilevel Methods: Improved Analysis, Novel Updates, and Flatness Condition.
CoRR
Liuyuan Jiang, Quan Xiao, Lisha Chen, Tianyi Chen
2025 J jnl
Objective Soups: Multilingual Multi-Task Modeling for Speech Processing.
CoRR
A. F. M. Saif, Lisha Chen, Xiaodong Cui, Songtao Lu, Brian Kingsbury, Tianyi Chen
2024 J jnl
A multi-scale spatial-temporal capsule network based on sequence encoding for bearing fault diagnosis.
Complex Intell. Syst.
Youming Wang, Lisha Chen
2024 J jnl
A second-order weighted ADI scheme with nonuniform time grids for the two-dimensional time-fractional telegraph equation.
J. Appl. Math. Comput.
Lisha Chen, Zhibo Wang, Seakweng Vong
2024 — conf
Apple Multi-Index Fusion Classification Based on Near Infrared Spectroscopy.
ASCC
Shuhui Bi, Lisha Chen, Jian Li, Ronghao Shang, Liyao Ma
2024 J jnl
Bilevel Joint Unsupervised and Supervised Training for Automatic Speech Recognition.
CoRR
Xiaodong Cui, A. F. M. Saif, Songtao Lu, Lisha Chen, Tianyi Chen, Brian Kingsbury, George Saon
2024 A* conf
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning.
NeurIPS
Lisha Chen, A. F. M. Saif, Yanning Shen, Tianyi Chen
2024 J jnl
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning.
CoRR
Lisha Chen, A. F. M. Saif, Yanning Shen, Tianyi Chen
2024 A conf
M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization.
INTERSPEECH
A. F. M. Saif, Lisha Chen, Xiaodong Cui, Songtao Lu, Brian Kingsbury, Tianyi Chen
2024 — conf
Sparrow Search Algorithm Based Path Planning for Warehouse AGV.
ASCC
Ronghao Shang, Dayong Qi, Qinghua Wang, Xuehua Yan, Lisha Chen, Shuhui Bi
2024 J jnl
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.
J. Mach. Learn. Res.
Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen
2024 Misc conf
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning.
ICASSP
Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen
2023 J jnl
A Measurement Scheduling Method for Multi-vehicle Cooperative Localization Considering State Correlation.
Veh. Commun.
Haigen Min, Yao Li, Xia Wu, Wuqi Wang, Lisha Chen, Xiangmo Zhao
2023 Misc conf
A Nested Ensemble Method to Bilevel Machine Learning.
ICASSP
Lisha Chen, Momin Abbas, Tianyi Chen
2023 — conf
Gaussian Mass Function Based Multiple Model Fusion for Apple Classification.
ICMTEL (4)
Shuhui Bi, Lisha Chen, Xue Li, Xinhua Qu, Liyao Ma
2023 J jnl
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems.
Found. Trends Signal Process.
Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
2023 A* conf
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.
NeurIPS
Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen
2023 J jnl
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.
CoRR
Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen
2022 A conf
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably?
AISTATS
Lisha Chen, Tianyi Chen
2022 J jnl
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably?
CoRR
Lisha Chen, Tianyi Chen
2022 J jnl
Learning with Limited Samples - Meta-Learning and Applications to Communication Systems.
CoRR
Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
2022 A* conf
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning.
ICML
Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen
2022 J jnl
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning.
CoRR
Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen
2022 A* conf
Understanding Benign Overfitting in Gradient-Based Meta Learning.
NeurIPS
Lisha Chen, Songtao Lu, Tianyi Chen
2022 J jnl
Understanding Benign Overfitting in Nested Meta Learning.
CoRR
Lisha Chen, Songtao Lu, Tianyi Chen
2021 J jnl
An Efficient Data Auditing Protocol With a Novel Sampling Verification Algorithm.
IEEE Access
Xuelian Li, Lisha Chen, Juntao Gao
2021 J jnl
Interactive Attention-Based Convolutional GRU for Aspect Level Sentiment Analysis.
Hum. Centric Intell. Syst.
Lisha Chen, Tianrui Li, Huaishao Luo, Chengfeng Yin
2021 A* conf
Uncertain Graph Neural Networks for Facial Action Unit Detection.
AAAI
Tengfei Song, Lisha Chen, Wenming Zheng, Qiang Ji
2020 J jnl
Deep Structured Prediction for Facial Landmark Detection.
CoRR
Lisha Chen, Hui Su, Qiang Ji
2020 — conf
HUMAINE: Human Multi-Agent Immersive Negotiation Competition.
CHI Extended Abstracts
Rahul R. Divekar, Hui Su, Jeffrey O. Kephart, Maíra Gatti de Bayser, Melina Alberio Guerra, Xiangyang Mou, Matthew Peveler, Lisha Chen
2019 A* conf
Deep Structured Prediction for Facial Landmark Detection.
NeurIPS
Lisha Chen, Hui Su, Qiang Ji
2019 — conf
Design of a Teleoperated Rod-Driven Continuum Robot.
ICIRA (3)
Yue Liu, Shupeng Zhao, Chenghao Yang, Lisha Chen, Rongjie Kang
2019 A* conf
Embodied Conversational AI Agents in a Multi-modal Multi-agent Competitive Dialogue.
IJCAI
Rahul R. Divekar, Xiangyang Mou, Lisha Chen, Maíra Gatti de Bayser, Melina Alberio Guerra, Hui Su
2019 A* conf
Face Alignment With Kernel Density Deep Neural Network.
ICCV
Lisha Chen, Hui Su, Qiang Ji
2019 — conf
Fine-Grained Flow Scheduling in WDM Optical Cut-Through Switches.
ISPA/BDCloud/SocialCom/SustainCom
Zhemin Zhang, Weining Dai, Siying Cheng, Lisha Chen, Congren Lin, Yuanyuan Yang
2019 — conf
Optimal Bandwidth Allocation for Data Transmission in Virtual Data Centers.
HPCC/SmartCity/DSS
Lisha Chen, Zejian Kang, Weining Dai, Zhemin Zhang, Cheng Wang, Jonathan Li
2019 — conf
You Talkin' to Me? A Practical Attention-Aware Embodied Agent.
INTERACT (3)
Rahul R. Divekar, Jeffrey O. Kephart, Xiangyang Mou, Lisha Chen, Hui Su
2018 — conf
Design and Control of a Variable Viscous Damping Actuator (VVDA) for Compliant Robotic Joints.
ROBIO
De Zhi, Zhiyou Feng, Wenbin Xu, Rongjie Kang, Lisha Chen
2017 C conf
A novel ZCC-MPC strategy with the input voltage observation for the induction motor drive system fed by an indirect matrix converter.
IECON
Yang Mei, Lisha Chen, Shanshan Wang
2017 J jnl
Integrating guanxi into technology acceptance: An empirical investigation of WeChat.
Telematics Informatics
Lisha Chen, Chin Fei Goh, Yifan Sun, Amran Rasli
2016 J jnl
Electrocardiogram Signal Denoising Using Extreme-Point Symmetric Mode Decomposition and Nonlocal Means.
Sensors
Xiaoying Tian, Yongshuai Li, Huan Zhou, Xiang Li, Lisha Chen, Xuming Zhang
2016 J jnl
Sparse reduced-rank regression with covariance estimation.
Stat. Comput.
Lisha Chen, Jianhua Z. Huang
2014 J jnl
Development and control of a series elastic actuator equipped with a semi active friction damper for human friendly robots.
Robotics Auton. Syst.
Matteo Laffranchi, Lisha Chen, Navvab Kashiri, Jinoh Lee, Nikos G. Tsagarakis, Darwin G. Caldwell
2014 J jnl
Nonparametric variable selection and classification: The CATCH algorithm.
Comput. Stat. Data Anal.
Shijie Tang, Lisha Chen, Kam-Wah Tsui, Kjell A. Doksum
2014 A* conf
Real-time damping estimation for variable impedance actuators.
ICRA
Navvab Kashiri, Matteo Laffranchi, Jinoh Lee, Nikos G. Tsagarakis, Lisha Chen, Darwin G. Caldwell
2013 — conf
A pneumatically-actuated transferring robot for industrial forge manufacturing using visual inspection technology.
ROBIO
Lisha Chen, Can Tang, Xintao Li, Sheng Cheng, Jianwei Zhang, Darwin G. Caldwell
2013 A conf
Link position control of a compliant actuator with unknown transmission friction torque.
IROS
Lisha Chen, Matteo Laffranchi, Jinoh Lee, Navvab Kashiri, Nikos G. Tsagarakis, Darwin G. Caldwell
2013 A* conf
Optimal control for maximizing velocity of the CompAct™ compliant actuator.
ICRA
Lisha Chen, Manolo Garabini, Matteo Laffranchi, Navvab Kashiri, Nikos G. Tsagarakis, Antonio Bicchi, Darwin G. Caldwell
2013 J jnl
Stress functions for nonlinear dimension reduction, proximity analysis, and graph drawing.
J. Mach. Learn. Res.
Lisha Chen, Andreas Buja
2012 A conf
The role of physical damping in compliant actuation systems.
IROS
Matteo Laffranchi, Lisha Chen, Nikos G. Tsagarakis, Darwin G. Caldwell