Yaguang Li

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2025
Adaptive Fuzzy Tracking Switching Control for Unknown Nonstrict-Feedback Nonlinear Systems.
IEEE Access, 2025

DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent.
Proceedings of the 2025 International Symposium on Physical Design, 2025

2024
Seq2Set2Seq: A Two-stage Disentangled Method for Reply Keyword Generation in Social Media.
ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2024

Flow-Based Generative Emulation of Grids of Stellar Evolutionary Models.
CoRR, 2024

In Tree Structure Should Sentence Be Generated.
CoRR, 2024

Novel Transformer Model Based Clustering Method for Standard Cell Design Automation.
Proceedings of the 2024 International Symposium on Physical Design, 2024

A Transferable GNN-based Multi-Corner Performance Variability Modeling for Analog ICs.
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023
Performance-driven Wire Sizing for Analog Integrated Circuits.
ACM Trans. Design Autom. Electr. Syst., March, 2023

MMM: Machine Learning-Based Macro-Modeling for Linear Analog ICs and ADC/DACs.
Proceedings of the 5th ACM/IEEE Workshop on Machine Learning for CAD, 2023

NVCell 2: Routability-Driven Standard Cell Layout in Advanced Nodes with Lattice Graph Routability Model.
Proceedings of the 2023 International Symposium on Physical Design, 2023

Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022
Adaptive finite-time direct fuzzy control for a nonlinear system with an unknown control gain based on an observer.
Inf. Sci., 2022

Are Analytical Techniques Worthwhile for Analog IC Placement?
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Mapping Large Scale Finite Element Computing on to Wafer-Scale Engines.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021
ALIGN: A System for Automating Analog Layout.
IEEE Des. Test, 2021

A Circuit Attention Network-Based Actor-Critic Learning Approach to Robust Analog Transistor Sizing.
Proceedings of the 3rd ACM/IEEE Workshop on Machine Learning for CAD, 2021

MiLeTS'21: 7th KDD Workshop on Mining and Learning from Time Series.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Machine Learning Techniques in Analog Layout Automation.
Proceedings of the ISPD '21: International Symposium on Physical Design, 2021

From Specification to Silicon: Towards Analog/Mixed-Signal Design Automation using Surrogate NN Models with Transfer Learning.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Analog Layout Generation using Optimized Primitives.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Conversation Recommender System Based on Knowledge Graph and Time-series Feature.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

Fast and Efficient Constraint Evaluation of Analog Layout Using Machine Learning Models.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020
A New Nussbaum-Type Function and its Application in the Control of Uncertain Strict-Feedback Systems.
Int. J. Fuzzy Syst., 2020

Exploring a Machine Learning Approach to Performance Driven Analog IC Placement.
Proceedings of the 2020 IEEE Computer Society Annual Symposium on VLSI, 2020

Learning from Experience: Applying ML to Analog Circuit Design.
Proceedings of the ISPD 2020: International Symposium on Physical Design, Taipei, Taiwan, March 29, 2020

Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

A Customized Graph Neural Network Model for Guiding Analog IC Placement.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

The ALIGN Open-Source Analog Layout Generator: v1.0 and Beyond (Invited talk).
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

2019
A Cross-Layer Framework for Temporal Power and Supply Noise Prediction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

CoSTCo: A Neural Tensor Completion Model for Sparse Tensors.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

AViC: a cache for adaptive bitrate video.
Proceedings of the 15th International Conference on Emerging Networking Experiments And Technologies, 2019

DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A brief overview of machine learning methods for short-term traffic forecasting and future directions.
ACM SIGSPATIAL Special, 2018

Multi-task Representation Learning for Travel Time Estimation.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.
Proceedings of the 6th International Conference on Learning Representations, 2018

Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017
Graph Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.
CoRR, 2017

PaRE: A System for Personalized Route Guidance.
Proceedings of the 26th International Conference on World Wide Web, 2017

Deep Learning: A Generic Approach for Extreme Condition Traffic Forecasting.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

An outlier detection method and its application to multicore-chip power estimation.
Proceedings of the 12th IEEE International Conference on ASIC, 2017

2016
Complex Nonlinear Dynamic System of Oligopolies Price Game with Heterogeneous Players Under Noise.
Int. J. Bifurc. Chaos, 2016

PerNav: A Route Summarization Framework for Personalized Navigation.
Proceedings of the 2016 International Conference on Management of Data, 2016

Price-aware real-time ride-sharing at scale: an auction-based approach.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015
Network-Matched Trajectory-Based Moving-Object Database: Models and Applications.
IEEE Trans. Intell. Transp. Syst., 2015

Towards Fast and Accurate Solutions to Vehicle Routing in a Large-Scale and Dynamic Environment.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

2014
Benchmarking big data for trip recommendation.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

Compressing large scale urban trajectory data.
Proceedings of the Fourth International Workshop on Cloud Data and Platforms, 2014

2013
An Efficient Map-Matching Mechanism for Emergency Scheduling and Commanding.
Proceedings of the Web-Age Information Management, 2013

MOIR/UOTS: Trip Recommendation with User Oriented Trajectory Search.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

On Efficient Map-Matching According to Intersections You Pass By.
Proceedings of the Database and Expert Systems Applications, 2013

2012
Effective map-matching on the most simplified road network.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012


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