Liang Gou

Orcid: 0009-0009-4316-8376

According to our database1, Liang Gou authored at least 69 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples.
IEEE Trans. Vis. Comput. Graph., January, 2024

InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation.
CoRR, 2024

A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets.
CoRR, 2024

AttributionScanner: A Visual Analytics System for Metadata-Free Data-Slicing Based Model Validation.
CoRR, 2024

Visual Computing for Autonomous Driving.
IEEE Computer Graphics and Applications, 2024

Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

Can LLMs Infer Domain Knowledge from Code Exemplars? A Preliminary Study.
Proceedings of the Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

MetaAT: Active Testing for Label-Efficient Evaluation of Dense Recognition Tasks.
Proceedings of the Computer Vision - ECCV 2024, 2024

USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Improved Spread Spectrum Aloha Protocol and Beam-Hopping Approach for Return Channel in Satellite Internet of Things.
Sensors, February, 2023

SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation.
IEEE Trans. Vis. Comput. Graph., 2023

Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale.
IEEE Trans. Vis. Comput. Graph., 2023

GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients.
CoRR, 2023

UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models.
CoRR, 2023

CLIP-S<sup>4</sup>: Language-Guided Self-Supervised Semantic Segmentation.
CoRR, 2023

UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects.
IEEE Trans. Vis. Comput. Graph., 2022

Visualization in Data Science VDS @ KDD 2022.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Self-supervised Semantic Segmentation Grounded in Visual Concepts.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection.
IEEE Trans. Vis. Comput. Graph., 2021

Label-Free Robustness Estimation of Object Detection CNNs for Autonomous Driving Applications.
Int. J. Comput. Vis., 2021

VDS'21: Visualization in Data Science.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Novelty-based Generalization Evaluation for Traffic Light Detection.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020
Optimal Power Control for Cognitive LEO Constellation With Terrestrial Networks.
IEEE Commun. Lett., 2020

Energy-Efficient Cooperative Spectrum Sensing in Cognitive Satellite Terrestrial Networks.
IEEE Access, 2020

DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Towards a Flexible Embedding Learning Framework.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019
DeepVID: Deep Visual Interpretation and Diagnosis for Image Classifiers via Knowledge Distillation.
IEEE Trans. Vis. Comput. Graph., 2019

DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks.
IEEE Trans. Vis. Comput. Graph., 2019

2018
GANViz: A Visual Analytics Approach to Understand the Adversarial Game.
IEEE Trans. Vis. Comput. Graph., 2018

Dynamic Graph Representation Learning via Self-Attention Networks.
CoRR, 2018

2017
Raising Awareness of Conveyed Personality In Social Media Traces.
CoRR, 2017

2016
Data dissemination in wireless sensor networks with instantly decodable network coding.
J. Commun. Networks, 2016

Cluster-based architecture and network model for InterPlaNetary Internet.
J. Commun. Inf. Networks, 2016

Minimizing Completion Time for Relay-Assisted Multicast With Instantly Decodable Network Coding.
IEEE Commun. Lett., 2016

ScopeG: A Mobile Application for Exploration and Comparison of Personality Traits.
Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016

SocialBrands: Visual analysis of public perceptions of brands on social media.
Proceedings of the 11th IEEE Conference on Visual Analytics Science and Technology, 2016

Predicting Perceived Brand Personality with Social Media.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

InsightMe: Raising Awareness of Conveyed Personality in Social Media Traces.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

2015
A Hierarchical Autonomous System Based Topology Control Algorithm in Space Information Network.
KSII Trans. Internet Inf. Syst., 2015

Delay Minimization Topology Control in Planetary Surface Network: An Autonomous Systems Approach.
Int. J. Distributed Sens. Networks, 2015

Multihop relay transmission in InterPlaNetary Internet based on fountain codes.
Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

VeilMe: An Interactive Visualization Tool for Privacy Configuration of Using Personality Traits.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014
System U: automatically deriving personality traits from social media for people recommendation.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

PEARL: An interactive visual analytic tool for understanding personal emotion style derived from social media.
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

KnowMe and ShareMe: understanding automatically discovered personality traits from social media and user sharing preferences.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
An Asynchronous Burst Time Plan Generation Method for Broadband Satellite Multimedia System.
KSII Trans. Internet Inf. Syst., 2013

PersonalityViz: a visualization tool to analyze people's personality with social media.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

OpinionBlocks: A Crowd-Powered, Self-improving Interactive Visual Analytic System for Understanding Opinion Text.
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

Computational discovery of personal traits from social multimedia.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Towards the Discovery of Diseases Related by Genes Using Vertex Similarity Measures.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Multivariate Social Network Visual Analytics.
Proceedings of the Multivariate Network Visualization, 2013

2012
Predicting Recent Links in FOAF Networks.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

Discovering missing links in networks using vertex similarity measures.
Proceedings of the ACM Symposium on Applied Computing, 2012

SocialNetSense: Supporting sensemaking of social and structural features in networks with interactive visualization.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

2011
TreeNetViz: Revealing Patterns of Networks over Tree Structures.
IEEE Trans. Vis. Comput. Graph., 2011

SFViz: interest-based friends exploration and recommendation in social networks.
Proceedings of the 2011 Visual Information Communication - International Symposium, 2011

Capturing missing edges in social networks using vertex similarity.
Proceedings of the 6th International Conference on Knowledge Capture (K-CAP 2011), 2011

CollabSeer: a search engine for collaboration discovery.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Social Lens: Personalization Around User Defined Collections for Filtering Enterprise Message Streams.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

2010
SNDocRank: document ranking based on social networks.
Proceedings of the 19th International Conference on World Wide Web, 2010

TagNetLens: multiscale visualization of knowledge structures in social tags.
Proceedings of the 2010 International Symposium on Visual Information Communication, 2010

SNDocRank: a social network-based video search ranking framework.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Social network document ranking.
Proceedings of the 2010 Joint International Conference on Digital Libraries, 2010

2009
MobiSNA: a mobile video social network application.
Proceedings of the Eighth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2009


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