World's Best Scientists 2026 revealed!

D-Index & Metrics

Electronics and Electrical Engineering

D-Index
64
Citations
16910
World Ranking
1288
National Ranking
535

Overview

Lei He is affiliated with the University of California, Los Angeles in the United States and has a research profile primarily situated in the fields of Computer Science and Engineering. Their work spans multiple subfields including Artificial Intelligence, Signal Processing, Computer Vision and Pattern Recognition, Aerospace Engineering, and Control and Systems Engineering.

The scientist's research topics focus notably on Speech Recognition and Synthesis, Speech and Audio Processing, and Natural Language Processing Techniques. Additional areas of exploration include Music and Audio Processing, Robotic Path Planning Algorithms, Topic Modeling, and Advanced Neural Network Applications.

Lei He has contributed to various publications, with notable recent papers including:

  • "Explainable Deep Reinforcement Learning for UAV autonomous path planning" (2021) published in Aerospace Science and Technology
  • "NaturalSpeech: End-to-End Text-to-Speech Synthesis With Human-Level Quality" (2024) in IEEE Transactions on Pattern Analysis and Machine Intelligence, with Xu Tan as author
  • "A deep learning approach to automatic gingivitis screening based on classification and localization in RGB photos" (2021) in Scientific Reports, with Li Wen as author
  • "Robust tracking control of quadrotor via on-policy adaptive dynamic programming" (2021) in International Journal of Robust and Nonlinear Control, with Liqian Dou as author
  • "Cycle consistent network for end-to-end style transfer TTS training" (2021) in Neural Networks, with Liumeng Xue as author

Frequent co-authors collaborating with Lei He include Frank K. Soong, Sheng Zhao, Jia-He Zhou, Yuming Zhu, and Nabil Aouf.

Their published work appears regularly in venues such as:

  • arXiv (Cornell University)
  • ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • Aerospace Science and Technology
  • Environment Development and Sustainability
  • IEEE Transactions on Pattern Analysis and Machine Intelligence

Best Publications

  • Smart electric vehicle (ev) charging and grid integration apparatus and methods

    Rajit Gadh;Siddhartha Mal;Shivanand Prabhu;Chi-Cheng Chu

  • Robust Extraction of Spatial Correlation

    Jinjun Xiong;V. Zolotov;Lei He

  • Performance optimization of VLSI interconnect layout

    Jason Cong;Lei He;Cheng-Kok Koh;Patrick H. Madden

  • Temperature and supply Voltage aware performance and power modeling at microarchitecture level

    Weiping Liao;Lei He;K.M. Lepak

  • Distributed sleep transistor network for power reduction

    Changbo Long;Lei He

  • Interconnect design for deep submicron ICs

    Jason Cong;Zhigang Pan;Lei He;Cheng-Kok Koh

  • Architecture evaluation for power-efficient FPGAs

    Fei Li;Deming Chen;Lei He;Jason Cong

  • Structured and parameterized model order reduction

    Lei He;Hao Yu

  • Low-power FPGA using pre-defined dual-Vdd/dual-Vt fabrics

    Fei Li;Yan Lin;Lei He;Jason Cong

  • Learning Latent Representations for Style Control and Transfer in End-to-end Speech Synthesis

    Ya-Jie Zhang;Shifeng Pan;Lei He;Zhen-Hua Ling

  • Allocating power ground vias in 3D ICs for simultaneous power and thermal integrity

    Hao Yu;Joanna Ho;Lei He

  • eCushion: A Textile Pressure Sensor Array Design and Calibration for Sitting Posture Analysis

    Wenyao Xu;Ming-Chun Huang;Navid Amini;Lei He

  • Power modeling and characteristics of field programmable gate arrays

    Fei Li;Y. Lin;Lei He;Deming Chen

  • Advanced Model Order Reduction Techniques in VLSI Design

    Sheldon Tan;Lei He

  • A Game Theory-Based Energy Management System Using Price Elasticity for Smart Grids

    Kun Wang;Zhiyou Ouyang;Rahul Krishnan;Lei Shu

  • FPGA power reduction using configurable dual-Vdd

    Fei Li;Yan Lin;Lei He

  • Distributed sleep transistors network for power reduction

    Changbo Long;Lei He

  • Acceleration of a 2D/3D finite-discrete element code for geomechanical simulations using General Purpose GPU computing

    A. Lisjak;O.K. Mahabadi;L. He;B.S.A. Tatone

  • Multi-speaker modeling and speaker adaptation for DNN-based TTS synthesis

    Yuchen Fan;Yao Qian;Frank K. Soong;Lei He

  • Low-power FPGA circuits and methods

    Lei He

  • OPU: An FPGA-Based Overlay Processor for Convolutional Neural Networks

    Yunxuan Yu;Chen Wu;Tiandong Zhao;Kun Wang

  • Smart insole: a wearable system for gait analysis

    Wenyao Xu;Ming-Chun Huang;Navid Amini;Jason J. Liu

Frequent Co-Authors

Puneet Gupta
Puneet Gupta University of California, Los Angeles
Deming Chen
Deming Chen University of Illinois at Urbana-Champaign
Cheng-Kok Koh
Cheng-Kok Koh Purdue University West Lafayette
Andrew B. Kahng
Andrew B. Kahng University of California, San Diego
Mianxiong Dong
Mianxiong Dong Muroran Institute of Technology
Costas J. Spanos
Costas J. Spanos University of California, Berkeley
Tanay Karnik
Tanay Karnik Intel (United States)
Rose Qingyang Hu
Rose Qingyang Hu Virginia Tech
Yao-Wen Chang
Yao-Wen Chang National Taiwan University
Miodrag Potkonjak
Miodrag Potkonjak University of California, Los Angeles

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