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Activities

Conference Service

  • TPC @ DAC 2022 (AI/ML Design: System and Platform)
  • Publicity Chair @ FCCM 2022
  • TPC @ DATE 2021
  • TPC @ ICCAD 2021
  • TPC @ ICCD 2021
  • TPC @ ASAP 2021
  • TPC @ DAC 2021 (AI/ML System Design)
  • TPC @ ICCD 2020 (EDA Track)
  • TPC @ DATE 2020 (Design Methodologies for Machine Learning Architectures)
  • TPC @ ICCAD 2020 (Student Research Competition)
  • TPC @ CENICS 2020
  • TPC @ CENICS 2019
  • Session Chair @ GLSVLSI (Special Sessions: “New Trends in Hardware Security”, and “Towards Energy-efficient Machine Learning”)
  • Session Chair @ ICCD 2020 (Novel Architectures)
  • Session Chair @ DATE 2020 (Hardware-aware Training)

Editor & Reviewer

Journal Editor

  • Associate Editor, Neural Processing Letters (Springer)

Journal Reviewer

  • Microelectronics Journal
  • IEEE Journal on Selected Areas in Communications
  • Engineering Optimization
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
  • IEEE Transactions on Very Large Scale Integration (VLSI) Systems (TVLSI)
  • IEEE Design & Test (D&T)
  • Multidimensional Systems & Signal Process (MULT)
  • ACM Transactions on Design Automation of Electronic Systems (TODAES)
  • IEEE Internet of Things Journal
  • ACM Journal on Emerging Technologies in Computing Systems (JETC)
  • Journal of Ambient Intelligence and Humanized Computing
  • ACM Transactions on Embedded Computing Systems (TECS)
  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

Conference Reviewer

  • FCCM, ICCAD, DAC, ASP-DAC, FPGA, ICCD, DATE

Talks

Scholarly Presentations

  • DAC’2021, paper presentation
  • TECHCON’2020, paper presentation
  • DAC’2020, paper presentation

Invited Talks

  • Rutgers EFficient AI (REFAI) Seminar: “How Powerful are Graph Neural Networks and Reinforcement Learning in EDA: a Case Study in High-Level Synthesis”. [Youtube Link]
  • GLSVLSI’2021, invited paper presentation “3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low BitwidthQuantization, and Ultra-Low Latency Acceleration”
  • AICAS’2021, invited paper presentation “Software/Hardware Co-design for Multi-modal Multi-task Learning in Autonomous System”
  • ICCAD’2019, invited paper presentation “NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving”