Shuicheng Yan

Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation ACL 2026 EvoRoute: Experience-Driven Self-Routing LLM Agent Systems ACL 2026 PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification AAAI 2026 Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning ICML 2025 Cradle: Empowering Foundation Agents towards General Computer Control ICML 2025 MoH: Multi-Head Attention as Mixture-of-Head Attention ICML 2025 On Path to Multimodal Generalist: General-Level and General-Bench ICML 2025 Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis ICLR 2025 IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts ICLR 2025 EasyInv: Toward Fast and Better DDIM Inversion ICML 2025 MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts ICLR 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025 Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation ICCV 2025 MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes ICCV 2025 Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models EMNLP 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 Explore In-Context Segmentation via Latent Diffusion Models AAAI 2025 Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning AAAI 2025 PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model AAAI 2025 Point Cloud Mamba: Point Cloud Learning via State Space Model AAAI 2025 Masks Can be Learned as an Alternative to Experts ACL 2025 Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025 SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction ICLR 2025 AgentStudio: A Toolkit for Building General Virtual Agents ICLR 2025 Improving Video Segmentation via Dynamic Anchor Queries ECCV 2024 InceptionNeXt: When Inception Meets ConvNeXt CVPR 2024 Non-confusing Generation of Customized Concepts in Diffusion Models ICML 2024 Auto-Encoding Morph-Tokens for Multimodal LLM ICML 2024 Reinforcement Learning from Diverse Human Preferences IJCAI 2024 Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training JMLR 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 Region-Native Visual Tokenization ECCV 2024 LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024 BAFFLE: A Baseline of Backpropagation-Free Federated Learning ECCV 2024 Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing ICLR 2023 Masked Diffusion Transformer is a Strong Image Synthesizer ICCV 2023 STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition ICCV 2023 Mutual Information Regularized Offline Reinforcement Learning NIPS 2023 Gaussian Mixture Solvers for Diffusion Models NIPS 2023 On Calibrating Diffusion Probabilistic Models NIPS 2023 Efficient Diffusion Policies For Offline Reinforcement Learning NIPS 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 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 D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory ICLR 2023 Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms ICLR 2023 Spikformer: When Spiking Neural Network Meets Transformer 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 Position-Guided Text Prompt for Vision-Language Pre-Training CVPR 2023 Exploring Incompatible Knowledge Transfer in Few-Shot Image Generation CVPR 2023 Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023 Bag of Tricks for Unsupervised Text-to-Speech ICLR 2023 RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning ICLR 2023 Distributional Meta-Gradient Reinforcement Learning ICLR 2023 Efficient Offline Policy Optimization with a Learned Model ICLR 2023 Revisiting Intrinsic Reward for Exploration in Procedurally Generated Environments ICLR 2023 Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022 Inception Transformer NIPS 2022 EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NIPS 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 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 Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering ECCV 2022 Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet ICCV 2021 PnP-DETR: Towards Efficient Visual Analysis With Transformers ICCV 2021 Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021 How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? NIPS 2021 Direct Multi-view Multi-person 3D Pose Estimation NIPS 2021 Towards Understanding Why Lookahead Generalizes Better Than SGD and Beyond NIPS 2021 ConvBERT: Improving BERT with Span-based Dynamic Convolution NIPS 2020 Rethinking Bottleneck Structure for Efficient Mobile Network Design ECCV 2020 Highly Efficient Salient Object Detection with 100K Parameters ECCV 2020 AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020 PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer CVPR 2020 Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution ICCV 2019 Multi-Prototype Networks for Unconstrained Set-based Face Recognition IJCAI 2019 Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition AAAI 2019 Efficient Meta Learning via Minibatch Proximal Update NIPS 2019 Very Long Natural Scenery Image Prediction by Outpainting ICCV 2019 Single-Stage Multi-Person Pose Machines ICCV 2019 A^2-Nets: Double Attention Networks NIPS 2018 Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements IJCAI 2018 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 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 3D-Aided Deep Pose-Invariant Face Recognition IJCAI 2018 Interpretable Structure-Evolving LSTM CVPR 2017 Predicting Scene Parsing and Motion Dynamics in the Future NIPS 2017 Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis NIPS 2017 Dual Path Networks NIPS 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 Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF CVPR 2017 More Is Less: A More Complicated Network With Less Inference Complexity CVPR 2017 Neural Person Search Machines ICCV 2017 FoveaNet: Perspective-Aware Urban Scene Parsing ICCV 2017 Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection ICCV 2017 Scale-Adaptive Convolutions for Scene Parsing ICCV 2017 Video Scene Parsing With Predictive Feature Learning ICCV 2017 Training Group Orthogonal Neural Networks with Privileged Information IJCAI 2017 Online Robust Low-Rank Tensor Learning IJCAI 2017 Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions IJCAI 2017 Recurrently Target-Attending Tracking CVPR 2016 Recurrent Face Aging CVPR 2016 Semantic Object Parsing With Local-Global Long Short-Term Memory CVPR 2016 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 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 SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015 Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes CVPR 2015 Motion Part Regularization: Improving Action Recognition via Trajectory Selection CVPR 2015 Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR 2015 Matching-CNN Meets KNN: Quasi-Parametric Human Parsing CVPR 2015 Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015 Structural Sparse Tracking CVPR 2015 Personalized Age Progression With Aging Dictionary ICCV 2015 Conditional Convolutional Neural Network for Modality-Aware Face Recognition ICCV 2015 Additive Nearest Neighbor Feature Maps ICCV 2015 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 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 Cross-Scale Cost Aggregation for Stereo Matching CVPR 2014 Hierarchical Part Matching for Fine-Grained Visual Categorization ICCV 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 Online PCA for Contaminated Data NIPS 2013 Online Robust PCA via Stochastic Optimization NIPS 2013 Robust Object Tracking with Online Multi-lifespan Dictionary Learning ICCV 2013 Correntropy Induced L2 Graph for Robust Subspace Clustering ICCV 2013 Semantic Segmentation without Annotating Segments ICCV 2013 How Related Exemplars Help Complex Event Detection in Web Videos? ICCV 2013 A Deformable Mixture Parsing Model with Parselets ICCV 2013 Correlation Adaptive Subspace Segmentation by Trace Lasso ICCV 2013 Super-Bit Locality-Sensitive Hashing NIPS 2012 Forward Basis Selection for Sparse Approximation over Dictionary AISTATS 2012 Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation AISTATS 2012 A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems AISTATS 2011 Robust Clustering as Ensembles of Affinity Relations NIPS 2010