Jian Zhou
18 papers · 2014–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Research topics
Deep Learning
(12)
Machine Learning
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Architectures
(6)
Core Methods
(6)
Artificial Intelligence
(5)
Computer Vision
(5)
Learning Types Β· Machine Learning
(5)
Core AI
(4)
Healthcare & Medicine
(3)
Speech & Audio
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Optimization & Theory
(3)
Processing
(3)
Analysis
(2)
Keywords
contrastive learning
(3)
auditory attention detection
(3)
attention mechanism
(3)
diffusion model
(2)
generative model
(2)
action recognition
(1)
self-supervised learning
(1)
image segmentation
(1)
object detection
(1)
image restoration
(1)
semantic segmentation
(1)
medical imaging
(1)
online learning
(1)
data augmentation
(1)
cross-lingual transfer
(1)
in-context learning
(1)
speech processing
(1)
multimodal learning
(1)
point cloud
(1)
self-attention mechanism
(1)
Papers
Neural Dynamic GI: Random-Access Neural Compression for Temporal Lightmaps in Dynamic Lighting Environments
CVPR 2026
BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement
AAAI 2025
DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis
CVPR 2025
Inverse Flow and Consistency Models
ICML 2025
Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages
EMNLP 2025
ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection
IJCAI 2025
M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction
IJCAI 2025
MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection
IJCAI 2025
REB-former: RWKV-enhanced E-branchformer for Speech Recognition
Interspeech 2025
SSF-DST: A Spectro-Spatial Features Enhanced Deep Spatiotemporal Network for EEG-Based Auditory Attention Detection
Interspeech 2025
Learning-based rigid tube model predictive control
L4DC 2024
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
ICCV 2023
Dirichlet Diffusion Score Model for Biological Sequence Generation
ICML 2023
Conditional Stroke Recovery for Fine-Grained Sketch-Based Image Retrieval
ECCV 2022
Contrastive Learning for Compact Single Image Dehazing
CVPR 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation
IJCAI 2021
Temporal Segmentation of Fine-gained Semantic Action: A Motion-Centered Figure Skating Dataset
AAAI 2021
Deep Supervised and Convolutional Generative Stochastic Network for Protein Secondary Structure Prediction
ICML 2014