LG
Liang Gou
cs.CVcs.AIcs.HCcs.LGstat.MLAutomobile Drivingcs.DBcs.IRcs.SIPedestrians
On Valency
published · living versionsW_vhndm8qp·v1 · currentpublished
Lev-3B: A Data Recipe for Compact Probabilistic Log Decision Models
with Leo Betthauser, Yingqi Liu, Uday Shah, Jishang Wei +3
1 version
Preprints & journals
23 papers in the corpus · 2011–2025VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels.40031290 · Xuan, Xiwei, Wang, Xiaoqi, He, Wenbin et al.2025 · 8 citationsIEEE transactions on visualization and computer graphics. 2025;31(10):6991-7003
AttributionScanner: A Visual Analytics System for Model Validation With Metadata-Free Slice Finding.40031557 · Xuan, Xiwei, Ono, Jorge Piazentin, Gou, Liang et al.2025 · 9 citationsIEEE transactions on visualization and computer graphics. 2025;31(10):7436-7447
VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis2505.03132v1 · Xinyuan Yan, Xiwei Xuan, Jorge Piazentin Ono et al.2025 · 2 citationsarXiv
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation2406.05271v1 · Xiaoqi Wang, Wenbin He, Xiwei Xuan et al.2024 · 20 citationsarXiv
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets2403.06295v1 · Thang Doan, Sima Behpour, Xin Li et al.2024 · 1 citationarXiv
OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples.37871071 · Jamonnak, Suphanut, Guo, Jiajing, He, Wenbin et al.2023 · 6 citationsIEEE transactions on visualization and computer graphics. 2024;30(1):694-704
InterVLS: Interactive Model Understanding and Improvement with Vision-Language Surrogates2311.03547v2 · Jinbin Huang, Wenbin He, Liang Gou et al.2023 · 0 citationsarXiv
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models2307.11227v1 · Xin Li, Sima Behpour, Thang Doan et al.2023 · 2 citationsarXiv
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection2306.14291v4 · Thang Doan, Xin Li, Sima Behpour et al.2023 · 18 citationsarXiv
CLIP-S: Language-Guided Self-Supervised Semantic Segmentation2305.01040v1 · Wenbin He, Suphanut Jamonnak, Liang Gou et al.2023 · 55 citationsarXiv
Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale.36166533 · Hoque, Md Naimul, He, Wenbin, Shekar, Arvind Kumar et al.2023 · 22 citationsIEEE transactions on visualization and computer graphics. 2023;29(1):74-83
SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation.36179005 · Zhang, Xiaoyu, Ono, Jorge Piazentin, Song, Huan et al.2023 · 43 citationsIEEE transactions on visualization and computer graphics. 2023;29(1):842-852
Self-supervised Semantic Segmentation Grounded in Visual Concepts2203.13868v2 · Wenbin He, William Surmeier, Arvind Kumar Shekar et al.2022 · 6 citationsarXiv
Novelty-based Generalization Evaluation for Traffic Light Detection2201.00531v1 · Arvind Kumar Shekar, Laureen Lake, Liang Gou et al.2022 · 0 citations2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)
Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects.34587077 · He, Wenbin, Zou, Lincan, Shekar, Arvind Kumar et al.2022 · 45 citationsIEEE transactions on visualization and computer graphics. 2022;28(1):1040-1050
VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection.33079663 · Gou, Liang, Zou, Lincan, Li, Nanxiang et al.2021 · 75 citationsIEEE transactions on visualization and computer graphics. 2021;27(2):261-271
Towards a Flexible Embedding Learning Framework2009.10989v1 · Chin-Chia Michael Yeh, Dhruv Gelda, Zhongfang Zhuang et al.2020 · 9 citationsarXiv
DeepVID: Deep Visual Interpretation and Diagnosis for Image Classifiers via Knowledge Distillation.30892211 · Wang, Junpeng, Gou, Liang, Zhang, Wei et al.2019 · 112 citationsIEEE transactions on visualization and computer graphics. 2019;25(6):2168-2180
Dynamic Graph Representation Learning via Self-Attention Networks1812.09430v2 · Aravind Sankar, Yanhong Wu, Liang Gou et al.2018 · 70 citationsarXiv
DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks.30188823 · Wang, Junpeng, Gou, Liang, Shen, Han-Wei et al.2024 · 147 citationsIEEE transactions on visualization and computer graphics. 2018
GANViz: A Visual Analytics Approach to Understand the Adversarial Game.29723140 · Wang, Junpeng, Gou, Liang, Yang, Hao et al.2019 · 86 citationsIEEE transactions on visualization and computer graphics. 2018;24(6):1905-1917
Raising Awareness of Conveyed Personality In Social Media Traces1710.04205v1 · Bin Xu, Liang Gou, Anbang Xu et al.2017 · 0 citationsarXiv
TreeNetViz: revealing patterns of networks over tree structures.22034366 · Gou, Liang, Zhang, Xiaolong Luke2012 · 34 citationsIEEE transactions on visualization and computer graphics. 2011;17(12):2449-58
Career total: 60 works. 23 are in this corpus.
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