Yaguang Li

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 44

Top Topics

Spatiotemporal Patterns

Future Directions

Demand Forecasting

Top Venues

Publications

Jie Liu, Yaguang Li, Shizhu He, Shun Wu, Kang Liu, Shenping Liu, Jiong Wang, Qing Zhang
Seq2Set2Seq: A Two-stage Disentangled Method for Reply Keyword Generation in Social Media. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (3) (2024)
Marc Hon, Yaguang Li, Joel Ong
Flow-Based Generative Emulation of Grids of Stellar Evolutionary Models. CoRR (2024)
Chia-Tung Ho, Ajay Chandna, David Guan, Alvin Ho, Minsoo Kim, Yaguang Li, Haoxing Ren
Novel Transformer Model Based Clustering Method for Standard Cell Design Automation. ISPD (2024)
Yaguang Li, Xin Chen
In Tree Structure Should Sentence Be Generated. CoRR (2024)
Hongjian Zhou, Yaguang Li, Xin Xiong, Pingqiang Zhou
A Transferable GNN-based Multi-Corner Performance Variability Modeling for Analog ICs. ASPDAC (2024)
Yaguang Li, Yishuang Lin, Meghna Madhusudan, Arvind K. Sharma, Sachin S. Sapatnekar, Ramesh Harjani, Jiang Hu
Performance-driven Wire Sizing for Analog Integrated Circuits. ACM Trans. Design Autom. Electr. Syst. 28 (2) (2023)
Chia-Tung Ho, Alvin Ho, Matthew Fojtik, Minsoo Kim, Shang Wei, Yaguang Li, Brucek Khailany, Haoxing Ren
NVCell 2: Routability-Driven Standard Cell Layout in Advanced Nodes with Lattice Graph Routability Model. ISPD (2023)
Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Yaguang Li, Yishuang Lin, Jiang Hu, Yiran Chen
Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction. ASP-DAC (2023)
Yishuang Lin, Yaguang Li, Meghna Madhusudan, Sachin S. Sapatnekar, Ramesh Harjani, Jiang Hu
MMM: Machine Learning-Based Macro-Modeling for Linear Analog ICs and ADC/DACs. MLCAD (2023)
Yishuang Lin, Yaguang Li, Donghao Fang, Meghna Madhusudan, Sachin S. Sapatnekar, Ramesh Harjani, Jiang Hu
Are Analytical Techniques Worthwhile for Analog IC Placement? DATE (2022)
Yaguang Li, Yuanchun Jiang, Jianshan Sun, Chunhua Sun, Ye-Zheng Liu, Hai Wang
Adaptive finite-time direct fuzzy control for a nonlinear system with an unknown control gain based on an observer. Inf. Sci. 607 (2022)
Yishuang Lin, Rongjian Liang, Yaguang Li, Hailiang Hu, Jiang Hu
Mapping Large Scale Finite Element Computing on to Wafer-Scale Engines. ASP-DAC (2022)
Xiaoyi Wang, Yaguang Li, Jie Liu
Conversation Recommender System Based on Knowledge Graph and Time-series Feature. CSAE (2021)
Sanjay Purushotham, Yaguang Li, Zhengping Che
MiLeTS'21: 7th KDD Workshop on Mining and Learning from Time Series. KDD (2021)
Tonmoy Dhar, Kishor Kunal, Yaguang Li, Meghna Madhusudan, Jitesh Poojary, Arvind K. Sharma, Wenbin Xu, Steven M. Burns, Ramesh Harjani, Jiang Hu, Desmond A. Kirkpatrick, Parijat Mukherjee, Soner Yaldiz, Sachin S. Sapatnekar
ALIGN: A System for Automating Analog Layout. IEEE Des. Test 38 (2) (2021)
Meghna Madhusudan, Arvind K. Sharma, Yaguang Li, Jiang Hu, Sachin S. Sapatnekar, Ramesh Hajiani
Analog Layout Generation using Optimized Primitives. DATE (2021)
Tonmoy Dhar, Kishor Kunal, Yaguang Li, Yishuang Lin, Meghna Madhusudan, Jitesh Poojary, Arvind K. Sharma, Steven M. Burns, Ramesh Harjani, Jiang Hu, Parijat Mukherjee, Soner Yaldiz, Sachin S. Sapatnekar
Machine Learning Techniques in Analog Layout Automation. ISPD (2021)
Yaguang Li, Yishuang Lin, Meghna Madhusudan, Arvind K. Sharma, Sachin S. Sapatnekar, Ramesh Harjani, Jiang Hu
A Circuit Attention Network-Based Actor-Critic Learning Approach to Robust Analog Transistor Sizing. MLCAD (2021)
Juzheng Liu, Shiyu Su, Meghna Madhusudan, Mohsen Hassanpourghadi, Samuel Saunders, Qiaochu Zhang, Rezwan A. Rasul, Yaguang Li, Jiang Hu, Arvind Kumar Sharma, Sachin S. Sapatnekar, Ramesh Harjani, Anthony Levi, Sandeep Gupta, Mike Shuo-Wei Chen
From Specification to Silicon: Towards Analog/Mixed-Signal Design Automation using Surrogate NN Models with Transfer Learning. ICCAD (2021)
Tonmoy Dhar, Jitesh Poojary, Yaguang Li, Kishor Kunal, Meghna Madhusudan, Arvind K. Sharma, Susmita Dey Manasi, Jiang Hu, Ramesh Harjani, Sachin S. Sapatnekar
Fast and Efficient Constraint Evaluation of Analog Layout Using Machine Learning Models. ASP-DAC (2021)
Yaguang Li, Yishuang Lin, Meghna Madhusudan, Arvind K. Sharma, Wenbin Xu, Sachin S. Sapatnekar, Ramesh Harjani, Jiang Hu
A Customized Graph Neural Network Model for Guiding Analog IC Placement. ICCAD (2020)
Tonmoy Dhar, Kishor Kunal, Yaguang Li, Yishuang Lin, Meghna Madhusudan, Jitesh Poojary, Arvind K. Sharma, Steven M. Burns, Ramesh Harjani, Jiang Hu, Parijat Mukherjee, Soner Yaldiz, Sachin S. Sapatnekar
The ALIGN Open-Source Analog Layout Generator: v1.0 and Beyond (Invited talk). ICCAD (2020)
Kishor Kunal, Tonmoy Dhar, Yaguang Li, Meghna Madhusudan, Jitesh Poojary, Arvind K. Sharma, Wenbin Xu, Steven M. Burns, Ramesh Harjani, Jiang Hu, Parijat Mukherjee, Sachin S. Sapatnekar
Learning from Experience: Applying ML to Analog Circuit Design. ISPD (2020)
Tonmoy Dhar, Kishor Kunal, Yaguang Li, Meghna Madhusudan, Jitesh Poojary, Arvind K. Sharma, Wenbin Xu, Steven M. Burns, Ramesh Harjani, Jiang Hu, Desmond A. Kirkpatrick, Parijat Mukherjee, Sachin S. Sapatnekar, Soner Yaldiz
ALIGN: A System for Automating Analog Layout. CoRR (2020)
Yaguang Li, Yishuang Lin, Meghna Madhusudan, Arvind K. Sharma, Wenbin Xu, Sachin S. Sapatnekar, Ramesh Harjani, Jiang Hu
Exploring a Machine Learning Approach to Performance Driven Analog IC Placement. ISVLSI (2020)
Ning Li, Heng Liu, Yaguang Li, Wei Xiang, Jin Xu
A New Nussbaum-Type Function and its Application in the Control of Uncertain Strict-Feedback Systems. Int. J. Fuzzy Syst. 22 (7) (2020)
Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis. CoRR (2020)
Hongzhi Shi, Quanming Yao, Qi Guo, Yaguang Li, Lingyu Zhang, Jieping Ye, Yong Li, Yan Liu
Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network. ICDE (2020)
Zahaib Akhtar, Yaguang Li, Ramesh Govindan, Emir Halepovic, Shuai Hao, Yan Liu, Subhabrata Sen
AViC: a cache for adaptive bitrate video. CoNEXT (2019)
Yaguang Li, Cheng Zhuo, Pingqiang Zhou
A Cross-Layer Framework for Temporal Power and Supply Noise Prediction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (10) (2019)
Hanpeng Liu, Yaguang Li, Michael Tsang, Yan Liu
CoSTCo: A Neural Tensor Completion Model for Sparse Tensors. KDD (2019)
Xu Geng, Yaguang Li, Leye Wang, Lingyu Zhang, Qiang Yang, Jieping Ye, Yan Liu
Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting. AAAI (2019)
Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis. IEEE BigData (2019)
Yijun Lin, Nikhit Mago, Yu Gao, Yaguang Li, Yao-Yi Chiang, Cyrus Shahabi, José Luis Ambite
Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning. SIGSPATIAL/GIS (2018)
Yaguang Li, Cyrus Shahabi
A brief overview of machine learning methods for short-term traffic forecasting and future directions. ACM SIGSPATIAL Special 10 (1) (2018)
Yaguang Li, Rose Yu, Cyrus Shahabi, Yan Liu
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting. ICLR (Poster) (2018)
Yaguang Li, Kun Fu, Zheng Wang, Cyrus Shahabi, Jieping Ye, Yan Liu
Multi-task Representation Learning for Travel Time Estimation. KDD (2018)
Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Tieke He, Cyrus Shahabi
PaRE: A System for Personalized Route Guidance. WWW (2017)
Yaguang Li, Rose Yu, Cyrus Shahabi, Yan Liu
Graph Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting. CoRR (2017)
Yaguang Li, Pingqiang Zhou
An outlier detection method and its application to multicore-chip power estimation. ASICON (2017)
Rose Yu, Yaguang Li, Cyrus Shahabi, Ugur Demiryurek, Yan Liu
Deep Learning: A Generic Approach for Extreme Condition Traffic Forecasting. SDM (2017)
Feng Liu, Yaguang Li
Complex Nonlinear Dynamic System of Oligopolies Price Game with Heterogeneous Players Under Noise. Int. J. Bifurc. Chaos 26 (11) (2016)
Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Kai Zeng, Cyrus Shahabi
PerNav: A Route Summarization Framework for Personalized Navigation. SIGMOD Conference (2016)
Mohammad Asghari, Dingxiong Deng, Cyrus Shahabi, Ugur Demiryurek, Yaguang Li
Price-aware real-time ride-sharing at scale: an auction-based approach. SIGSPATIAL/GIS (2016)
Yaguang Li, Dingxiong Deng, Ugur Demiryurek, Cyrus Shahabi, Siva Ravada
Towards Fast and Accurate Solutions to Vehicle Routing in a Large-Scale and Dynamic Environment. SSTD (2015)
Zhiming Ding, Bin Yang, Ralf Hartmut Güting, Yaguang Li
Network-Matched Trajectory-Based Moving-Object Database: Models and Applications. IEEE Trans. Intell. Transp. Syst. 16 (4) (2015)
Kuien Liu, Yaguang Li, Jian Dai, Shuo Shang, Kai Zheng
Compressing large scale urban trajectory data. CloudDP@EuroSys (2014)
Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng
Benchmarking big data for trip recommendation. ICCCN (2014)
Yaguang Li, Kuien Liu, Jiajie Xu, Fengcheng He
An Efficient Map-Matching Mechanism for Emergency Scheduling and Commanding. WAIM Workshops (2013)
Kuien Liu, Bin Yang, Shuo Shang, Yaguang Li, Zhiming Ding
MOIR/UOTS: Trip Recommendation with User Oriented Trajectory Search. MDM (1) (2013)
Yaguang Li, Chengfei Liu, Kuien Liu, Jiajie Xu, Fengcheng He, Zhiming Ding
On Efficient Map-Matching According to Intersections You Pass By. DEXA (2) (2013)
Kuien Liu, Yaguang Li, Fengcheng He, Jiajie Xu, Zhiming Ding
Effective map-matching on the most simplified road network. SIGSPATIAL/GIS (2012)