← Authors

Si Wu

54 papers · 2008–2026 · 9 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸƒ Academic Marathon (17) 🌍 Conference Polyglot (9) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (10) 🌈 Renaissance Researcher (9) 🀝 Dynamic Duo (14) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ”¬ Deep Specialist (13) πŸ”₯ Unstoppable (7) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (269) πŸ’Ž Century Club (53)

Conferences

NIPS (19) CVPR (17) AAAI (9) ACL (2) ICCV (2) IJCAI (2) ECCV (1) EMNLP (1) ICLR (1)

Top co-authors

Hau-San Wong (15) Hau San Wong (12) Wenhao Zhang (8) Tianyi Chen (8) Zhiwen Yu (7) Lianxin Xie (7) Cheng Liu (7) Wen Xue (6) Tiejun Huang (6) Yuanyuan Mi (6)

Keywords

semi-supervised learning (11) generative adversarial network (11) neural dynamics (6) neural network (6) face restoration (5) image synthesis (5) continuous attractor neural network (4) continuous attractor (4) generative model (4) attractor dynamics (3) multimodal learning (3) latent space (3) attractor network (3) attractor neural network (3) representation learning (3) face retouching (3) image restoration (2) transfer learning (2) motion planning (2) stochastic process (2)

Papers

Refinement Contrastive Learning of Cell–Gene Associations for Unsupervised Cell Type Identification AAAI 2026
Uncovering Visual-Semantic Psycholinguistic Properties from the Distributional Structure of Text Embedding Space ACL 2025
Self-Correcting Robot Manipulation via Gaussian-Splatted Foresight AAAI 2025
Discrete Prior-Based Temporal-Coherent Content Prediction for Blind Face Video Restoration AAAI 2025
3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation AAAI 2025
Dynamic Content Prediction with Motion-aware Priors for Blind Face Video Restoration CVPR 2025
Task-aware Cross-modal Feature Refinement Transformer with Large Language Models for Visual Grounding CVPR 2025
RetouchGPT: LLM-based Interactive High-Fidelity Face Retouching via Imperfection Prompting AAAI 2025
SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration AAAI 2025
To Learn or Not to Learn, That is the Question β€” A Feature-Task Dual Learning Model of Perceptual Learning NIPS 2024
The motion planning neural circuit in goal-directed navigation as Lie group operator search NIPS 2024
RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention AAAI 2024
Relational Matching for Weakly Semi-Supervised Oriented Object Detection CVPR 2024
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing CVPR 2024
Learning Degradation-unaware Representation with Prior-based Latent Transformations for Blind Face Restoration CVPR 2024
Text-conditional Attribute Alignment across Latent Spaces for 3D Controllable Face Image Synthesis CVPR 2024
VRetouchEr: Learning Cross-frame Feature Interdependence with Imperfection Flow for Face Retouching in Videos CVPR 2024
SCTrans: Multi-scale scRNA-seq Sub-vector Completion Transformer for Gene-selective Cell Type Annotation IJCAI 2024
A differentiable brain simulator bridging brain simulation and brain-inspired computing ICLR 2024
Composition and Deformance: Measuring Imageability with a Text-to-Image Model ACL 2023
Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics NIPS 2023
Learning and processing the ordinal information of temporal sequences in recurrent neural circuits NIPS 2023
A Recurrent Neural Circuit Mechanism of Temporal-scaling Equivariant Representation NIPS 2023
Neural Sampling in Hierarchical Exponential-family Energy-based Models NIPS 2023
Text-Guided Unsupervised Latent Transformation for Multi-Attribute Image Manipulation CVPR 2023
Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus CVPR 2023
Blemish-Aware and Progressive Face Retouching With Limited Paired Data CVPR 2023
Exploring Intra-Class Variation Factors With Learnable Cluster Prompts for Semi-Supervised Image Synthesis CVPR 2023
Translation-equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors NIPS 2022
Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks NIPS 2022
SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis CVPR 2022
Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells NIPS 2022
High Fidelity GAN Inversion via Prior Multi-Subspace Feature Composition AAAI 2021
Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation ICCV 2021
Scalable Font Reconstruction with Dual Latent Manifolds EMNLP 2021
Noisy Adaptation Generates LΓ©vy Flights in Attractor Neural Networks NIPS 2021
Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis CVPR 2021
Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning CVPR 2020
An Attention-driven Two-stage Clustering Method for Unsupervised Person Re-Identification ECCV 2020
Model Adaptation: Unsupervised Domain Adaptation Without Source Data CVPR 2020
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently NIPS 2019
Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification CVPR 2019
Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification CVPR 2019
Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations IJCAI 2019
A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits NIPS 2019
Semi-Supervised Pedestrian Instance Synthesis and Detection With Mutual Reinforcement ICCV 2019
Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019
β€œCongruent” and β€œOpposite” Neurons: Sisters for Multisensory Integration and Segregation NIPS 2016
Spike Frequency Adaptation Implements Anticipative Tracking in Continuous Attractor Neural Networks NIPS 2014
A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System NIPS 2014
Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively NIPS 2013
Delay Compensation with Dynamical Synapses NIPS 2012
Attractor Dynamics with Synaptic Depression NIPS 2010
Tracking Changing Stimuli in Continuous Attractor Neural Networks NIPS 2008