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ORCIDLisha Chen
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2020 – today
- 2024
[j12]Lisha Chen, Zhibo Wang, Seakweng Vong:
A second-order weighted ADI scheme with nonuniform time grids for the two-dimensional time-fractional telegraph equation. J. Appl. Math. Comput. 70(6): 5777-5794 (2024)- [j11]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. J. Mach. Learn. Res. 25: 193:1-193:53 (2024) - [c24]Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen:
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning. ICASSP 2024: 6975-6979 - [c23]Lisha Chen, A. F. M. Saif, Yanning Shen, Tianyi Chen:
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning. NeurIPS 2024 - [i8]Lisha Chen, A. F. M. Saif, Yanning Shen, Tianyi Chen:
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning. CoRR abs/2412.01773 (2024) - [i7]Xiaodong Cui, A. F. M. Saif, Songtao Lu, Lisha Chen, Tianyi Chen, Brian Kingsbury, George Saon:
Bilevel Joint Unsupervised and Supervised Training for Automatic Speech Recognition. CoRR abs/2412.08548 (2024) - 2023
- [j10]Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone:
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems. Found. Trends Signal Process. 17(2): 79-208 (2023) - [j9]Haigen Min
, Yao Li, Xia Wu, Wuqi Wang, Lisha Chen, Xiangmo Zhao:
A Measurement Scheduling Method for Multi-vehicle Cooperative Localization Considering State Correlation. Veh. Commun. 44: 100682 (2023) - [c22]Lisha Chen, Momin Abbas, Tianyi Chen:
A Nested Ensemble Method to Bilevel Machine Learning. ICASSP 2023: 1-5 - [c21]Shuhui Bi, Lisha Chen, Xue Li, Xinhua Qu, Liyao Ma:
Gaussian Mass Function Based Multiple Model Fusion for Apple Classification. ICMTEL (4) 2023: 257-269 - [c20]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. NeurIPS 2023 - [i6]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. CoRR abs/2305.20057 (2023) - 2022
- [c19]Lisha Chen, Tianyi Chen:
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? AISTATS 2022: 1733-1774 - [c18]Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen:
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. ICML 2022: 10-32 - [c17]Lisha Chen, Songtao Lu, Tianyi Chen:
Understanding Benign Overfitting in Gradient-Based Meta Learning. NeurIPS 2022 - [i5]Lisha Chen, Tianyi Chen:
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? CoRR abs/2203.03059 (2022) - [i4]Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen:
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. CoRR abs/2206.03996 (2022) - [i3]Lisha Chen, Songtao Lu, Tianyi Chen:
Understanding Benign Overfitting in Nested Meta Learning. CoRR abs/2206.13482 (2022) - [i2]Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone:
Learning with Limited Samples - Meta-Learning and Applications to Communication Systems. CoRR abs/2210.02515 (2022) - 2021
- [j8]Xuelian Li, Lisha Chen, Juntao Gao:
An Efficient Data Auditing Protocol With a Novel Sampling Verification Algorithm. IEEE Access 9: 95194-95207 (2021) - [j7]Lisha Chen, Tianrui Li, Huaishao Luo, Chengfeng Yin:
Interactive Attention-Based Convolutional GRU for Aspect Level Sentiment Analysis. Hum. Centric Intell. Syst. 1(1-2): 25 (2021) - [c16]Tengfei Song, Lisha Chen, Wenming Zheng, Qiang Ji:
Uncertain Graph Neural Networks for Facial Action Unit Detection. AAAI 2021: 5993-6001 - 2020
- [c15]Rahul R. Divekar, Hui Su, Jeffrey O. Kephart, Maíra Gatti de Bayser, Melina Alberio Guerra, Xiangyang Mou, Matthew Peveler, Lisha Chen:
HUMAINE: Human Multi-Agent Immersive Negotiation Competition. CHI Extended Abstracts 2020: 1-10 - [i1]Lisha Chen, Hui Su, Qiang Ji:
Deep Structured Prediction for Facial Landmark Detection. CoRR abs/2010.09035 (2020)
2010 – 2019
- 2019
- [c14]Lisha Chen, Zejian Kang, Weining Dai, Zhemin Zhang, Cheng Wang, Jonathan Li:
Optimal Bandwidth Allocation for Data Transmission in Virtual Data Centers. HPCC/SmartCity/DSS 2019: 1178-1187 - [c13]Lisha Chen, Hui Su, Qiang Ji:
Face Alignment With Kernel Density Deep Neural Network. ICCV 2019: 6991-7001 - [c12]Yue Liu, Shupeng Zhao, Chenghao Yang, Lisha Chen, Rongjie Kang:
Design of a Teleoperated Rod-Driven Continuum Robot. ICIRA (3) 2019: 144-154 - [c11]Rahul R. Divekar, Xiangyang Mou, Lisha Chen, Maíra Gatti de Bayser, Melina Alberio Guerra, Hui Su:
Embodied Conversational AI Agents in a Multi-modal Multi-agent Competitive Dialogue. IJCAI 2019: 6512-6514 - [c10]Rahul R. Divekar, Jeffrey O. Kephart, Xiangyang Mou, Lisha Chen, Hui Su:
You Talkin' to Me? A Practical Attention-Aware Embodied Agent. INTERACT (3) 2019: 760-780 - [c9]Zhemin Zhang, Weining Dai, Siying Cheng, Lisha Chen, Congren Lin, Yuanyuan Yang:
Fine-Grained Flow Scheduling in WDM Optical Cut-Through Switches. ISPA/BDCloud/SocialCom/SustainCom 2019: 338-347 - [c8]Lisha Chen, Hui Su, Qiang Ji:
Deep Structured Prediction for Facial Landmark Detection. NeurIPS 2019: 2447-2457 - 2018
- [c7]De Zhi, Zhiyou Feng, Wenbin Xu, Rongjie Kang, Lisha Chen:
Design and Control of a Variable Viscous Damping Actuator (VVDA) for Compliant Robotic Joints. ROBIO 2018: 1876-1881 - 2017
- [j6]Lisha Chen, Chin Fei Goh, Yifan Sun, Amran Rasli:
Integrating guanxi into technology acceptance: An empirical investigation of WeChat. Telematics Informatics 34(7): 1125-1142 (2017) - [c6]Yang Mei, Lisha Chen, Shanshan Wang:
A novel ZCC-MPC strategy with the input voltage observation for the induction motor drive system fed by an indirect matrix converter. IECON 2017: 8732-8737 - 2016
- [j5]Lisha Chen, Jianhua Z. Huang:
Sparse reduced-rank regression with covariance estimation. Stat. Comput. 26(1-2): 461-470 (2016) - [j4]Xiaoying Tian, Yongshuai Li, Huan Zhou, Xiang Li, Lisha Chen, Xuming Zhang:
Electrocardiogram Signal Denoising Using Extreme-Point Symmetric Mode Decomposition and Nonlocal Means. Sensors 16(10): 1584 (2016) - 2014
- [j3]Shijie Tang, Lisha Chen, Kam-Wah Tsui, Kjell A. Doksum:
Nonparametric variable selection and classification: The CATCH algorithm. Comput. Stat. Data Anal. 72: 158-175 (2014) - [j2]Matteo Laffranchi, Lisha Chen, Navvab Kashiri, Jinoh Lee, Nikos G. Tsagarakis, Darwin G. Caldwell:
Development and control of a series elastic actuator equipped with a semi active friction damper for human friendly robots. Robotics Auton. Syst. 62(12): 1827-1836 (2014) - [c5]Navvab Kashiri, Matteo Laffranchi, Jinoh Lee, Nikos G. Tsagarakis, Lisha Chen, Darwin G. Caldwell:
Real-time damping estimation for variable impedance actuators. ICRA 2014: 1072-1077 - 2013
- [j1]Lisha Chen, Andreas Buja:
Stress functions for nonlinear dimension reduction, proximity analysis, and graph drawing. J. Mach. Learn. Res. 14(1): 1145-1173 (2013) - [c4]Lisha Chen, Manolo Garabini, Matteo Laffranchi, Navvab Kashiri, Nikos G. Tsagarakis, Antonio Bicchi, Darwin G. Caldwell:
Optimal control for maximizing velocity of the CompAct™ compliant actuator. ICRA 2013: 516-522 - [c3]Lisha Chen, Matteo Laffranchi, Jinoh Lee, Navvab Kashiri, Nikos G. Tsagarakis, Darwin G. Caldwell:
Link position control of a compliant actuator with unknown transmission friction torque. IROS 2013: 4058-4064 - [c2]Lisha Chen, Can Tang, Xintao Li, Sheng Cheng, Jianwei Zhang, Darwin G. Caldwell:
A pneumatically-actuated transferring robot for industrial forge manufacturing using visual inspection technology. ROBIO 2013: 1491-1496 - 2012
- [c1]Matteo Laffranchi, Lisha Chen, Nikos G. Tsagarakis, Darwin G. Caldwell:
The role of physical damping in compliant actuation systems. IROS 2012: 3079-3085
Coauthor Index
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