Yang Li

Orcid: 0000-0002-2053-6393

Affiliations:
  • Tsinghua-Berkeley Shenzhen Institute (TBSI), Internet of Things and Societal Cyber Physical System Lab, China (since 2017)
  • Stanford University, Computer Science Department, CA, USA (2011-2017)
  • Smith College, Department of Computer Science, Northampton, MA, USA (2007-2011)


According to our database1, Yang Li authored at least 39 papers between 2011 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Cross-Sign Language Transfer Learning Using Domain Adaptation with Multi-scale Temporal Alignment.
Multim. Tools Appl., April, 2024

P3P: Pseudo-3D Pre-training for Scaling 3D Masked Autoencoders.
CoRR, 2024

Causal-Aware Graph Neural Architecture Search under Distribution Shifts.
CoRR, 2024

LLM-Enhanced Causal Discovery in Temporal Domain from Interventional Data.
CoRR, 2024

Enhancing Continuous Domain Adaptation with Multi-path Transfer Curriculum.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

A Geometric Algorithm for Blood Vessel Reconstruction from Skeletal Representation.
Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

Enhancing Implicit Shape Generators Using Topological Regularizations.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Efficient Prediction of Model Transferability in Semantic Segmentation Tasks.
Proceedings of the IEEE International Conference on Image Processing, 2023

Explainable Trajectory Representation through Dictionary Learning.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Investigating Consistency Constraints in Heterogeneous Multi-task Learning for Medical Image Processing.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Transferability-Guided Cross-Domain Cross-Task Transfer Learning.
CoRR, 2022

Riemannian Geometric Instance Filtering for Transfer Learning in Brain-Computer Interfaces.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Finding the Most Transferable Tasks for Brain Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Modelling Time-Varying Epidemiological Parameters for COVID-19.
ERCIM News, 2021

Transferability Estimation for Semantic Segmentation Task.
CoRR, 2021

Practical Transferability Estimation for Image Classification Tasks.
CoRR, 2021

Joint PVL Detection and Manual Ability Classification Using Semi-supervised Multi-task Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Semi-Supervised Multimodal Image Translation for Missing Modality Imputation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Few-Shot Cross Domain Battery Capacity Estimation.
Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

How Does Policy Stringency Affect the Spread of COVID-19 Pandemic? A Country Level Study.
Proceedings of the 29th European Signal Processing Conference, 2021

OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Mining Regional Mobility Patterns for Urban Dynamic Analytics.
Mob. Networks Appl., 2020

Person Recognition with HGR Maximal Correlation on Multimodal Data.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Semantically Supervised Maximal Correlation For Cross-Modal Retrieval.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Personalized Travel Time Prediction Using a Small Number of Probe Vehicles.
ACM Trans. Spatial Algorithms Syst., 2019

Mining Mobility Patterns with Trip-Based Traffic Analysis Zones: A Deep Feature Embedding Approach.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

A maximal correlation embedding method for multilabel human context recognition: poster abstract.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

Info-Detection: An Information-Theoretic Approach to Detect Outlier.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

An End-to-End Learning Approach for Multimodal Emotion Recognition: Extracting Common and Private Information.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Maximal Correlation Embedding Network for Multilabel Learning with Missing Labels.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

An Information-Theoretic Approach to Transferability in Task Transfer Learning.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data Environments.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Joint Mobility Pattern Mining with Urban Region Partitions.
Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2018

2017
Exploiting shared structures in large GPS trajectory datasets under uncertainty.
PhD thesis, 2017

Urban Travel Time Prediction using a Small Number of GPS Floating Cars.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016
Knowledge-based trajectory completion from sparse GPS samples.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2013
Large-scale joint map matching of GPS traces.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2011
KINARI-Web: a server for protein rigidity analysis.
Nucleic Acids Res., 2011


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