← Authors

Shuicheng Yan

172 papers · 2010–2026 · 12 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (23) 🐝 Cross-Pollinator (7) πŸƒ Academic Marathon (15) 🌍 Conference Polyglot (12) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (9) 🏠 Conference Loyalist (29) 🧬 Topic Evolution 🀝 Dynamic Duo (52) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (32) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (30) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (66) πŸš€ Conference Pioneer πŸ’Ž Century Club (171) πŸ”₯ Unstoppable (16) πŸ“ˆ Trend Setter ⚑ Prolific Year (26) ❓ The Questioner (2)

Conferences

CVPR (43) NIPS (29) ICCV (28) ICLR (20) ECCV (14) ICML (12) IJCAI (9) AAAI (8) AISTATS (3) EMNLP (3) ACL (2) JMLR (1)

Top co-authors

Jiashi Feng (52) Pan Zhou (17) Yunpeng Chen (14) Min Lin (13) Liang Lin (10) Zhongwen Xu (10) Xiaodan Liang (9) Tianyu Pang (9) Xiaohui Shen (9) Xiangtai Li (9)

Research topics

Computer Vision (1)

Keywords

convolutional neural network (20) semantic segmentation (14) image classification (9) image generation (9) object detection (7) model compression (7) face recognition (6) diffusion model (6) dictionary learning (6) generative adversarial network (6) large language model (5) image segmentation (5) human parsing (5) vision transformer (4) sparse representation (4) model architecture (4) convex optimization (4) action recognition (4) online learning (4) reinforcement learning (4)

Papers

PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification AAAI 2026
Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025
MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts ICLR 2025
Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy ICLR 2025
Poison-splat: Computation Cost Attack on 3D Gaussian Splatting ICLR 2025
MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes ICCV 2025
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis ICLR 2025
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction ICLR 2025
IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts ICLR 2025
On Path to Multimodal Generalist: General-Level and General-Bench ICML 2025
MoH: Multi-Head Attention as Mixture-of-Head Attention ICML 2025
Cradle: Empowering Foundation Agents towards General Computer Control ICML 2025
Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning ICML 2025
EasyInv: Toward Fast and Better DDIM Inversion ICML 2025
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models EMNLP 2025
Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025
Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation ICCV 2025
Masks Can be Learned as an Alternative to Experts ACL 2025
Point Cloud Mamba: Point Cloud Learning via State Space Model AAAI 2025
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model AAAI 2025
Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning AAAI 2025
AgentStudio: A Toolkit for Building General Virtual Agents ICLR 2025
Explore In-Context Segmentation via Latent Diffusion Models AAAI 2025
Reinforcement Learning from Diverse Human Preferences IJCAI 2024
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling NIPS 2024
Action Imitation in Common Action Space for Customized Action Image Synthesis NIPS 2024
Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models NIPS 2024
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing NIPS 2024
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding NIPS 2024
LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024
BAFFLE: A Baseline of Backpropagation-Free Federated Learning ECCV 2024
Region-Native Visual Tokenization ECCV 2024
Auto-Encoding Morph-Tokens for Multimodal LLM ICML 2024
Non-confusing Generation of Customized Concepts in Diffusion Models ICML 2024
Improving Video Segmentation via Dynamic Anchor Queries ECCV 2024
Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training JMLR 2024
InceptionNeXt: When Inception Meets ConvNeXt CVPR 2024
Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms ICLR 2023
Spikformer: When Spiking Neural Network Meets Transformer ICLR 2023
Distributional Meta-Gradient Reinforcement Learning ICLR 2023
Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023
Efficient Offline Policy Optimization with a Learned Model ICLR 2023
Revisiting Intrinsic Reward for Exploration in Procedurally Generated Environments ICLR 2023
LPT: Long-tailed Prompt Tuning for Image Classification ICLR 2023
Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks ICLR 2023
Visual Imitation Learning with Patch Rewards ICLR 2023
Bag of Tricks for Unsupervised Text-to-Speech ICLR 2023
RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning ICLR 2023
Masked Diffusion Transformer is a Strong Image Synthesizer ICCV 2023
Position-Guided Text Prompt for Vision-Language Pre-Training CVPR 2023
Bag of Tricks for Training Data Extraction from Language Models ICML 2023
Better Diffusion Models Further Improve Adversarial Training ICML 2023
Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows ICML 2023
STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition ICCV 2023
Exploring Incompatible Knowledge Transfer in Few-Shot Image Generation CVPR 2023
D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory ICLR 2023
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection NIPS 2023
Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning AAAI 2023
Efficient Diffusion Policies For Offline Reinforcement Learning NIPS 2023
On Calibrating Diffusion Probabilistic Models NIPS 2023
Gaussian Mixture Solvers for Diffusion Models NIPS 2023
Mutual Information Regularized Offline Reinforcement Learning NIPS 2023
Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing ICLR 2023
Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering ECCV 2022
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NIPS 2022
Inception Transformer NIPS 2022
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022
MetaFormer Is Actually What You Need for Vision CVPR 2022
Deep Color Consistent Network for Low-Light Image Enhancement CVPR 2022
Self-Promoted Supervision for Few-Shot Transformer ECCV 2022
Improving Vision Transformers by Revisiting High-Frequency Components ECCV 2022
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition ECCV 2022
Video Graph Transformer for Video Question Answering ECCV 2022
Direct Multi-view Multi-person 3D Pose Estimation NIPS 2021
Towards Understanding Why Lookahead Generalizes Better Than SGD and Beyond NIPS 2021
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? NIPS 2021
PnP-DETR: Towards Efficient Visual Analysis With Transformers ICCV 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021
Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet ICCV 2021
ConvBERT: Improving BERT with Span-based Dynamic Convolution NIPS 2020
AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer CVPR 2020
Rethinking Bottleneck Structure for Efficient Mobile Network Design ECCV 2020
Highly Efficient Salient Object Detection with 100K Parameters ECCV 2020
Single-Stage Multi-Person Pose Machines ICCV 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution ICCV 2019
Very Long Natural Scenery Image Prediction by Outpainting ICCV 2019
Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition AAAI 2019
Multi-Prototype Networks for Unconstrained Set-based Face Recognition IJCAI 2019
Efficient Meta Learning via Minibatch Proximal Update NIPS 2019
Human Pose Estimation With Parsing Induced Learner CVPR 2018
Towards Pose Invariant Face Recognition in the Wild CVPR 2018
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation CVPR 2018
Neural Style Transfer via Meta Networks CVPR 2018
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements IJCAI 2018
Pose Partition Networks for Multi-Person Pose Estimation ECCV 2018
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation ECCV 2018
Dynamic Conditional Networks for Few-Shot Learning ECCV 2018
Multi-Fiber Networks for Video Recognition ECCV 2018
WSNet: Compact and Efficient Networks Through Weight Sampling ICML 2018
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018
High Resolution Feature Recovering for Accelerating Urban Scene Parsing IJCAI 2018
A^2-Nets: Double Attention Networks NIPS 2018
3D-Aided Deep Pose-Invariant Face Recognition IJCAI 2018
Training Group Orthogonal Neural Networks with Privileged Information IJCAI 2017
Video Scene Parsing With Predictive Feature Learning ICCV 2017
Scale-Adaptive Convolutions for Scene Parsing ICCV 2017
Interpretable Structure-Evolving LSTM CVPR 2017
Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF CVPR 2017
Dual Path Networks NIPS 2017
Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis NIPS 2017
Predicting Scene Parsing and Motion Dynamics in the Future NIPS 2017
More Is Less: A More Complicated Network With Less Inference Complexity CVPR 2017
Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection ICCV 2017
FoveaNet: Perspective-Aware Urban Scene Parsing ICCV 2017
Neural Person Search Machines ICCV 2017
Perceptual Generative Adversarial Networks for Small Object Detection CVPR 2017
Deep Joint Rain Detection and Removal From a Single Image CVPR 2017
Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search CVPR 2017
Object Region Mining With Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach CVPR 2017
Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions IJCAI 2017
Online Robust Low-Rank Tensor Learning IJCAI 2017
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization CVPR 2016
Tree-Structured Reinforcement Learning for Sequential Object Localization NIPS 2016
Reversible Recursive Instance-Level Object Segmentation CVPR 2016
Recurrently Target-Attending Tracking CVPR 2016
Recurrent Face Aging CVPR 2016
Semantic Object Parsing With Local-Global Long Short-Term Memory CVPR 2016
SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015
Conditional Convolutional Neural Network for Modality-Aware Face Recognition ICCV 2015
Additive Nearest Neighbor Feature Maps ICCV 2015
Human Parsing With Contextualized Convolutional Neural Network ICCV 2015
Task-Driven Feature Pooling for Image Classification ICCV 2015
Cross-Domain Image Retrieval With a Dual Attribute-Aware Ranking Network ICCV 2015
Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection ICCV 2015
Personalized Age Progression With Aging Dictionary ICCV 2015
Structural Sparse Tracking CVPR 2015
Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing CVPR 2015
Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR 2015
Motion Part Regularization: Improving Action Recognition via Trajectory Selection CVPR 2015
Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes CVPR 2015
Cross-Scale Cost Aggregation for Stereo Matching CVPR 2014
Generalized Nonconvex Nonsmooth Low-Rank Minimization CVPR 2014
Robust Subspace Segmentation with Block-diagonal Prior CVPR 2014
DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition CVPR 2014
Towards Multi-view and Partially-Occluded Face Alignment CVPR 2014
Learning Scalable Discriminative Dictionary with Sample Relatedness CVPR 2014
Towards Unified Human Parsing and Pose Estimation CVPR 2014
On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification NIPS 2014
Robust Logistic Regression and Classification NIPS 2014
Convex Optimization Procedure for Clustering: Theoretical Revisit NIPS 2014
Semantic Segmentation without Annotating Segments ICCV 2013
How Related Exemplars Help Complex Event Detection in Web Videos? ICCV 2013
Online Robust PCA via Stochastic Optimization NIPS 2013
Hierarchical Part Matching for Fine-Grained Visual Categorization ICCV 2013
Online PCA for Contaminated Data NIPS 2013
Efficient Maximum Appearance Search for Large-Scale Object Detection CVPR 2013
A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013
Subcategory-Aware Object Classification CVPR 2013
Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection CVPR 2013
Complex Event Detection via Multi-source Video Attributes CVPR 2013
Compressed Hashing CVPR 2013
A Deformable Mixture Parsing Model with Parselets ICCV 2013
Correlation Adaptive Subspace Segmentation by Trace Lasso ICCV 2013
Robust Object Tracking with Online Multi-lifespan Dictionary Learning ICCV 2013
Correntropy Induced L2 Graph for Robust Subspace Clustering ICCV 2013
Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation AISTATS 2012
Super-Bit Locality-Sensitive Hashing NIPS 2012
Forward Basis Selection for Sparse Approximation over Dictionary AISTATS 2012
A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems AISTATS 2011
Robust Clustering as Ensembles of Affinity Relations NIPS 2010