Wu, Si

56 publications

AAAI 2025 3DHumanEdit: Multi-Modal Body Part-Aware Conditioning Information Integration for 3D Human Manipulation Feifan Xu, Tianyi Chen, Fan Yang, Yunfei Zhang, Si Wu

AAAI 2025 Discrete Prior-Based Temporal-Coherent Content Prediction for Blind Face Video Restoration Lianxin Xie, Bingbing Zheng, Wen Xue, Yunfei Zhang, Le Jiang, Ruotao Xu, Si Wu, Hau-San Wong

CVPR 2025 Dynamic Content Prediction with Motion-Aware Priors for Blind Face Video Restoration Lianxin Xie, Bingbing Zheng, Si Wu, Hau San Wong

AAAI 2025 RetouchGPT: LLM-Based Interactive High-Fidelity Face Retouching via Imperfection Prompting Wen Xue, Chun Ding, Ruotao Xu, Si Wu, Yong Xu, Hau-San Wong

AAAI 2025 Self-Correcting Robot Manipulation via Gaussian-Splatted Foresight Shaohui Pan, Yong Xu, Ruotao Xu, Zihan Zhou, Si Wu, Zhuliang Yu

AAAI 2025 SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration Tianyi Chen, Yunfei Zhang, Lianxin Xie, Wenjun Shen, Si Wu, Hau-San Wong

CVPR 2025 Task-Aware Cross-Modal Feature Refinement Transformer with Large Language Models for Visual Grounding Wenbo Chen, Zhen Xu, Ruotao Xu, Si Wu, Hau-San Wong

NeurIPS 2025 Unfolding the Black Box of Recurrent Neural Networks for Path Integration Tianhao Chu, Yuling Wu, Neil Burgess, Zilong Ji, Si Wu

NeurIPS 2025 Vector Quantization in the Brain: Grid-like Codes in World Models Xiangyuan Peng, Xingsi Dong, Si Wu

ICMLW 2024 A Differentiable Approach to Multi-Scale Brain Modeling Chaoming Wang, Muyang Lyu, Tianqiu Zhang, Sichao He, Si Wu

ICLR 2024 A Differentiable Brain Simulator Bridging Brain Simulation and Brain-Inspired Computing Chaoming Wang, Tianqiu Zhang, Sichao He, Hongyaoxing Gu, Shangyang Li, Si Wu

CVPR 2024 AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin

CVPR 2024 Learning Degradation-Unaware Representation with Prior-Based Latent Transformations for Blind Face Restoration Lianxin Xie, Csbingbing Zheng, Wen Xue, Le Jiang, Cheng Liu, Si Wu, Hau San Wong

CVPR 2024 Relational Matching for Weakly Semi-Supervised Oriented Object Detection Wenhao Wu, Hau-San Wong, Si Wu, Tianyou Zhang

AAAI 2024 RetouchFormer: Semi-Supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention Xue Wen, Lianxin Xie, Le Jiang, Tianyi Chen, Si Wu, Cheng Liu, Hau-San Wong

IJCAI 2024 SCTrans: Multi-Scale scRNA-Seq Sub-Vector Completion Transformer for Gene-Selective Cell Type Annotation Lu Lin, Wen Xue, Xindian Wei, Wenjun Shen, Cheng Liu, Si Wu, Hau-San Wong

CVPR 2024 Text-Conditional Attribute Alignment Across Latent Spaces for 3D Controllable Face Image Synthesis Feifan Xu, Rui Li, Si Wu, Yong Xu, Hau San Wong

NeurIPS 2024 The Motion Planning Neural Circuit in Goal-Directed Navigation as Lie Group Operator Search Junfeng Zuo, Ying Nian Wu, Si Wu, Wen-Hao Zhang

NeurIPS 2024 To Learn or Not to Learn, That Is the Question — A Feature-Task Dual Learning Model of Perceptual Learning Xiao Liu, Muyang Lyu, Cong Yu, Si Wu

CVPR 2024 VRetouchEr: Learning Cross-Frame Feature Interdependence with Imperfection Flow for Face Retouching in Videos Wen Xue, Le Jiang, Lianxin Xie, Si Wu, Yong Xu, Hau San Wong

NeurIPS 2023 A Recurrent Neural Circuit Mechanism of Temporal-Scaling Equivariant Representation Junfeng Zuo, Xiao Liu, Ying Nian Wu, Si Wu, Wenhao Zhang

CVPR 2023 Blemish-Aware and Progressive Face Retouching with Limited Paired Data Lianxin Xie, Wen Xue, Zhen Xu, Si Wu, Zhiwen Yu, Hau San Wong

CVPR 2023 Exploring Intra-Class Variation Factors with Learnable Cluster Prompts for Semi-Supervised Image Synthesis Yunfei Zhang, Xiaoyang Huo, Tianyi Chen, Si Wu, Hau San Wong

NeurIPSW 2023 Learning Sequence Attractors in Hopfield Networks with Hidden Neurons Yao Lu, Si Wu

NeurIPS 2023 Learning and Processing the Ordinal Information of Temporal Sequences in Recurrent Neural Circuits Xiaolong Zou, Zhikun Chu, Qinghai Guo, Jie Cheng, Bo Ho, Si Wu, Yuanyuan Mi

NeurIPS 2023 Neural Sampling in Hierarchical Exponential-Family Energy-Based Models Xingsi Dong, Si Wu

CVPR 2023 Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus Wenhao Wu, Hau San Wong, Si Wu

NeurIPS 2023 Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics Xiaohan Lin, Liyuan Li, Boxin Shi, Tiejun Huang, Yuanyuan Mi, Si Wu

CVPR 2023 Text-Guided Unsupervised Latent Transformation for Multi-Attribute Image Manipulation Xiwen Wei, Zhen Xu, Cheng Liu, Si Wu, Zhiwen Yu, Hau San Wong

NeurIPS 2022 Adaptation Accelerating Sampling-Based Bayesian Inference in Attractor Neural Networks Xingsi Dong, Zilong Ji, Tianhao Chu, Tiejun Huang, Wenhao Zhang, Si Wu

NeurIPS 2022 Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells Tianhao Chu, Zilong Ji, Junfeng Zuo, Wenhao Zhang, Tiejun Huang, Yuanyuan Mi, Si Wu

CVPR 2022 SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis Tianyi Chen, Yunfei Zhang, Xiaoyang Huo, Si Wu, Yong Xu, Hau San Wong

NeurIPS 2022 Translation-Equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors Wenhao Zhang, Ying Nian Wu, Si Wu

AAAI 2021 High Fidelity GAN Inversion via Prior Multi-Subspace Feature Composition Guanyue Li, Qianfen Jiao, Sheng Qian, Si Wu, Hau-San Wong

CVPR 2021 Mask-Embedded Discriminator with Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis Yi Liu, Xiaoyang Huo, Tianyi Chen, Xiangping Zeng, Si Wu, Zhiwen Yu, Hau-San Wong

NeurIPS 2021 Noisy Adaptation Generates Lévy Flights in Attractor Neural Networks Xingsi Dong, Tianhao Chu, Tiejun Huang, Zilong Ji, Si Wu

ICCV 2021 Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation Tianyi Chen, Yi Liu, Yunfei Zhang, Si Wu, Yong Xu, Feng Liangbing, Hau San Wong

ECCV 2020 An Attention-Driven Two-Stage Clustering Method for Unsupervised Person Re-Identification Zilong Ji, Xiaolong Zou, Xiaohan Lin, Xiao Liu, Tiejun Huang, Si Wu

NeurIPS 2019 A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits Wenhao Zhang, Si Wu, Brent Doiron, Tai Sing Lee

AAAI 2019 Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks Si Wu, Jian Zhong, Wenming Cao, Rui Li, Zhiwen Yu, Hau-San Wong

IJCAI 2019 Improving Representation Learning in Autoencoders via Multidimensional Interpolation and Dual Regularizations Sheng Qian, Guanyue Li, Wen-Ming Cao, Cheng Liu, Si Wu, Hau-San Wong

NeurIPS 2019 Push-Pull Feedback Implements Hierarchical Information Retrieval Efficiently Xiao Liu, Xiaolong Zou, Zilong Ji, Gengshuo Tian, Yuanyuan Mi, Tiejun Huang, K. Y. Michael Wong, Si Wu

NeurIPS 2016 “Congruent” and “Opposite” Neurons: Sisters for Multisensory Integration and Segregation Wen-Hao Zhang, He Wang, K. Y. Michael Wong, Si Wu

NeurIPS 2014 A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System Yuanyuan Mi, Luozheng Li, Dahui Wang, Si Wu

NeurIPS 2014 Spike Frequency Adaptation Implements Anticipative Tracking in Continuous Attractor Neural Networks Yuanyuan Mi, C. C. Alan Fung, K. Y. Michael Wong, Si Wu

NeurIPS 2013 Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively Wen-Hao Zhang, Si Wu

NeurIPS 2012 Delay Compensation with Dynamical Synapses Chi Fung, K. Wong, Si Wu

NeurIPS 2010 Attractor Dynamics with Synaptic Depression K. Wong, He Wang, Si Wu, Chi Fung

NeurIPS 2008 Tracking Changing Stimuli in Continuous Attractor Neural Networks K. Wong, Si Wu, Chi Fung

NeCo 2003 Sequential Bayesian Decoding with a Population of Neurons Si Wu, Danmei Chen, Mahesan Niranjan, Shun-ichi Amari

NeCo 2003 Synchronous Firing and Higher-Order Interactions in Neuron Pool Shun-ichi Amari, Hiroyuki Nakahara, Si Wu, Yutaka Sakai

NeCo 2002 Population Coding and Decoding in a Neural Field: A Computational Study Si Wu, Shun-ichi Amari, Hiroyuki Nakahara

NeCo 2001 Attention Modulation of Neural Tuning Through Peak and Base Rate Hiroyuki Nakahara, Si Wu, Shun-ichi Amari

NeurIPS 2001 Neural Implementation of Bayesian Inference in Population Codes Si Wu, Shun-ichi Amari

NeCo 2001 Population Coding with Correlation and an Unfaithful Model Si Wu, Hiroyuki Nakahara, Shun-ichi Amari

NeurIPS 1999 Population Decoding Based on an Unfaithful Model Si Wu, Hiroyuki Nakahara, Noboru Murata, Shun-ichi Amari