Zhenghua Chen
17 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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Conferences
AAAI (7)
IJCAI (3)
NIPS (3)
ICCV (2)
ECCV (1)
ICML (1)
Top co-authors
Keywords
self-supervised learning
(3)
knowledge distillation
(2)
unsupervised domain adaptation
(2)
spatial-temporal dependency
(2)
unsupervised learning
(2)
adversarial learning
(2)
negative transfer
(2)
time series
(2)
partial domain adaptation
(2)
video domain adaptation
(2)
action recognition
(2)
domain adaptation
(2)
contrastive learning
(2)
temporal contrasting
(2)
multivariate time-series
(2)
reinforcement learning
(2)
model compression
(2)
temporal sequence
(1)
human activity recognition
(1)
representation learning
(1)
Papers
Light but Sharp: SlimSTAD for Real-Time Action Detection from Sensor Data
AAAI 2026
WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network
AAAI 2025
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
NIPS 2024
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data
AAAI 2024
Graph-Aware Contrasting for Multivariate Time-Series Classification
AAAI 2024
TSLANet: Rethinking Transformers for Time Series Representation Learning
ICML 2024
Reinforced Cross-Domain Knowledge Distillation on Time Series Data
NIPS 2024
Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data
IJCAI 2023
SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation
AAAI 2023
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation
ICCV 2023
Source-Free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition
ECCV 2022
Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation
AAAI 2022
Time-Series Representation Learning via Temporal and Contextual Contrasting
IJCAI 2021
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer
NIPS 2021
Partial Video Domain Adaptation With Partial Adversarial Temporal Attentive Network
ICCV 2021
Two-Stream Convolution Augmented Transformer for Human Activity Recognition
AAAI 2021
Deep Reinforcement Learning Boosted Partial Domain Adaptation
IJCAI 2021