Tong Heng Lee

3 papers · 2021–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (2) CVPR (1)

Top co-authors

Haiyue Zhu (3) Cheng Xiang (2) Jiahui Wang (2) Prahlad Vadakkepat (2) Haoren Guo (2) Yiting Li (1) Chek Sing Teo (1) Abdullah Al Mamun (1) Wenxin Wang (1) Weng Khuen Ho (1)

Research topics

Deep Learning (3) Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Analysis (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI (1) Models (1)

Keywords

few-shot learning (2) zero-shot learning (1) adversarial learning (1) semi-supervised learning (1) domain adaptation (1) object detection (1) unsupervised domain adaptation (1) false positive (1) multivariate time series (1) frequency analysis (1) language guidance (1) cross-attention mechanism (1) few-shot object detection (1) point cloud semantic segmentation (1) hard example mining (1) large language model (1) classification refinement (1) distractor treatment (1) self-supervised dataset pruning (1) prototype embedding (1)

Papers

EPSegFZ: Efficient Point Cloud Semantic Segmentation for Few- and Zero-Shot Scenarios with Language Guidance AAAI 2026 Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment AAAI 2025 Few-Shot Object Detection via Classification Refinement and Distractor Retreatment CVPR 2021