Zhouchen Lin

Peking University — China

Engineering · Physical Sciences

70h-index26.1kcitations505works6.02yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(166), Face and Expression Recognition(78), Advanced Neural Network Applications(48), Advanced Image and Video Retrieval Techniques(46), Image and Signal Denoising Methods(46)

Publications505 total

Machine Vision-Enabled Octahedral Network Reconstruction and Structural Analysis of Perovskite Quantum Dots
ACS Nano·2026Open Access
On the Adversarial Transferability of Generalized “Skip Connections”
IEEE Transactions on Pattern Analysis and Machine Intelligence·2026
PAM: a propagation-based model for segmenting any 3D objects across multi-modal medical images
npj Digital Medicine·2025Open Access
Rethinking Facial Expression Recognition in the Era of Multimodal Large Language Models: Benchmark, Datasets, and Beyond
arXiv (Cornell University)·2025Open Access
On Leveraging Unlabeled Data for Concurrent Positive-Unlabeled Classification and Robust Generation
Lecture notes in computer science·2025
Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
arXiv (Cornell University)·2025Open Access
Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads
arXiv (Cornell University)·2025Open Access
Generalist++: A Meta-learning Framework for Mitigating Trade-off in Adversarial Training
arXiv (Cornell University)·2025Open Access
On the Limitations and Capabilities of Position Embeddings for Length Generalization
arXiv (Cornell University)·2025Open Access
Explicit Discovery of Nonlinear Symmetries from Dynamic Data
arXiv (Cornell University)·2025Open Access
A Survey on Video Temporal Grounding With Multimodal Large Language Model
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
AI Pangaea: Unifying Intelligence Islands for Adapting Myriad Tasks
arXiv (Cornell University)·2025Open Access
Empowering LLMs with Logical Reasoning: A Comprehensive Survey
2025· 5 cited
A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
arXiv (Cornell University)·2025Open Access
Proximity Matters: Local Proximity Enhanced Balancing for Treatment Effect Estimation
2025· 1 citedOpen Access
DNT: a Deeply Normalized Transformer that can be trained by Momentum SGD
arXiv (Cornell University)·2025Open Access
ClusMatch: Improving Deep Clustering by Unified Positive and Negative Pseudo-Label Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
AV-NAS: Audio-Visual Multi-Level Semantic Neural Architecture Search for Video Hashing
2025Open Access
Simple Convergence Proof of Adam From a Sign-like Descent Perspective
arXiv (Cornell University)·2025Open Access
Learning nonseparable sparse regularizers via multivariate activation functions
Neurocomputing·2025· 2 cited
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Frequent Co-authors

Shuicheng Yan(13), Canyi Lu(11), Jiashi Feng(8), Xia Li(5), Yi Ma(4), Jianlong Wu(4), Hong Liu(4), Risheng Liu(4), Yibo Yang(3), Pan Zhou(3), Guangcan Liu(2), Yong Yu(2), Yudong Chen(2), Wei Liu(2), Hongbin Zha(2), Zhixun Su(2), Zhisheng Zhong(2), Arvind Ganesh(2), John Wright(2), Leqin Wu(2)