Weilong Zheng
Tenured Track Associate Professor
Works on brain cognition and affective computing with EEG and brain-computer interfaces.
Weilong Zheng's lab at SJTU works on computational neuroscience & cognition, neuroscience & brain-computer interfaces and affective & health speech. 38 papers since 2023, 8 at top venues, mostly ICASSP and ICONIP. Applications close .
At a glance
- papers, 2023–2026
- 10/ year
- at T1 venues
- 21%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 0 papers2025 · T1 0
- 22 papers2024 · T1 8
- 16 papers2023 · T1 0
T1 venuesOtherVenues: ICASSP, ICONIP, NeurIPS, IJCNN, TAFFC
Research focuspaper titles that use each topic's words
- Affective & health speech17 papers
- Neuroscience & brain-computer interfaces1 paper
- Computational neuroscience & cognition0 papers
- affective computing0 papers
- brain-computer0 papers
Paper list
From the lab homepage.
202422 papers
- EMBCA Multimodal Myanmar Emotion Dataset for Emotion Recognition
- BIBMAddressing Temporal and Auditory Factors in Meditative EEG with Self-Supervised Learning
- ICASSP (T1)CEMOAE: A Dynamic Autoencoder with Masked Channel Modeling for Robust EEG-Based Emotion Recognition
- NeurIPS (T1)Code Repair with LLMs gives an Exploration-Exploitation Tradeoff
- EMBCContrastive Self-supervised EEG Representation Learning for Emotion Classification
- IJCNNDetecting Major Depression Disorder with Multiview Eye Movement Features in a Novel Oil Painting Paradigm
- Neurocritical CareEarly burst suppression similarity association with structural brain injury severity on MRI after cardiac arrest
- EMBCEEG Data Augmentation for Emotion Recognition Using Diffusion Model
- EMBCEEG-Based Tension Recognition Annotated with Electrodermal Activity
- NeurIPS (T1)EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
- BIBMEmotion Recognition from Eye Movements Using Multi-way Autoregressive Model
- EMBCFocused State Recognition Using EEG with Eye Movement-Assisted Annotation
202316 papers
- IEEE Sensors JournalAttention-Guided Multi-scale Convolutional Neural Network for Driving Fatigue Detection
- IJCNNCross-Subject Decision Confidence Estimation from EEG Signals Using Spectral-Spatial-Temporal Adaptive GCN with Domain Adaptation
- ICONIPDAformer: Transformer with Domain Adversarial Adaptation for EEG-Based Emotion Recognition with Live-Oil Paintings
- EMBCDeep Depression Detection with Resting-State and Cognitive-Task EEG
- NEREEG-Eye Movements Cross-Modal Decision Confidence Measurement with Generative Adversarial Networks
- IEEE International Conference on Acoustics, Speech and Signal ProcessingElastic Graph Transformer Networks for EEG-Based Emotion Recognition
- NERIdentifying Artistic Expertise Difference in Emotion Recognition in Response to Oil Paintings
- Critical Care MedicineIdentifying sex differences in EEG-based emotion recognition using graph convolutional network with attention mechanism
- EMBCInvestigating emotion EEG patterns for depression detection with attentive simple graph convolutional network
- ACM MMMultimodal adaptive emotion transformer with flexible modality inputs on a novel dataset with continuous labels
- ICONIPNaturalistic Emotion Recognition Using EEG and Eye Movements
- NeurologyNeurophysiology State Dynamics Underlying Acute Neurological Recovery After Cardiac Arrest
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
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