Lei Yang

From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan ACL 2026 DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping ACL 2026 Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning ACL 2026 PHOTONS: Pose-Free Human-Centric Photo-Realistic Real-Time Novel View Synthesis from Sparse Views AAAI 2026 FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction AAAI 2026 Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models AAAI 2026 Discrete Distribution Networks ICLR 2025 DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search EMNLP 2025 Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off ICML 2025 Praetor: A Fine-Grained Generative LLM Evaluator with Instance-Level Customizable Evaluation Criteria ACL 2025 Trajectory attention for fine-grained video motion control ICLR 2025 TokensGen: Harnessing Condensed Tokens for Long Video Generation ICCV 2025 DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior ICCV 2025 SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation ICCV 2025 MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers ICLR 2025 A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset AAAI 2025 Disco4D: Disentangled 4D Human Generation and Animation from a Single Image CVPR 2025 Don't Shake the Wheel: Momentum-Aware Planning in End-to-End Autonomous Driving CVPR 2025 SOLAMI: Social Vision-Language-Action Modeling for Immersive Interaction with 3D Autonomous Characters CVPR 2025 TraF-Align: Trajectory-aware Feature Alignment for Asynchronous Multi-agent Perception CVPR 2025 EgoLife: Towards Egocentric Life Assistant CVPR 2025 StarGen: A Spatiotemporal Autoregression Framework with Video Diffusion Model for Scalable and Controllable Scene Generation CVPR 2025 GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D Reconstruction RSS 2025 EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 2025 ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization ICML 2025 AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing CVPR 2024 Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024 GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting CVPR 2024 Large Motion Model for Unified Multi-Modal Motion Generation ECCV 2024 Self-guided Knowledge-injected Graph Neural Network for Alzheimer’s Diseases MICCAI 2024 Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset MICCAI 2024 WHAC: World-grounded Humans and Cameras ECCV 2024 APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy MICCAI 2024 FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024 RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM IJCAI 2024 GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection ECCV 2024 Differentiable Convex Polyhedra Optimization from Multi-view Images ECCV 2024 ZeRO++: Extremely Efficient Collective Communication for Large Model Training ICLR 2024 Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment ICLR 2024 Language-Augmented Symbolic Planner for Open-World Task Planning RSS 2024 IT3D: Improved Text-to-3D Generation with Explicit View Synthesis AAAI 2024 Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval AAAI 2024 Learning Dense Correspondence for NeRF-Based Face Reenactment AAAI 2024 RFID+: Spatially Controllable Identification of UHF RFIDs via Controlled Magnetic Fields NSDI 2024 UniTalker: Scaling up Audio-Driven 3D Facial Animation through A Unified Model ECCV 2024 AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation CVPR 2024 ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model ICCV 2023 RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars NIPS 2023 SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation NIPS 2023 PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation NIPS 2023 FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing NIPS 2023 Towards Robust and Expressive Whole-body Human Pose and Shape Estimation NIPS 2023 TransVCL: Attention-Enhanced Video Copy Localization Network with Flexible Supervision AAAI 2023 ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis ACL 2023 Search-Map-Search: A Frame Selection Paradigm for Action Recognition CVPR 2023 Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval CVPR 2023 OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation CVPR 2023 Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition From Egocentric RGB Videos CVPR 2023 BEVHeight: A Robust Framework for Vision-Based Roadside 3D Object Detection CVPR 2023 Surface Extraction from Neural Unsigned Distance Fields ICCV 2023 SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling ICCV 2023 DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-Centric Rendering ICCV 2023 Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh Reconstruction ICCV 2023 GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection ICCV 2023 SHERF: Generalizable Human NeRF from a Single Image ICCV 2023 HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling ECCV 2022 SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos ECCV 2022 DeciWatch: A Simple Baseline for 10× Efficient 2D and 3D Pose Estimation ECCV 2022 DispersedLedger: High-Throughput Byzantine Consensus on Variable Bandwidth Networks NSDI 2022 DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation ECCV 2022 Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms NIPS 2022 A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection CVPR 2022 Practical Stereo Matching via Cascaded Recurrent Network With Adaptive Correlation CVPR 2022 Not All Models Are Equal: Predicting Model Transferability in a Self-Challenging Fisher Space ECCV 2022 SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement NIPS 2021 Geometry Uncertainty Projection Network for Monocular 3D Object Detection ICCV 2021 Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation ICCV 2021 A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021 Weakly Supervised Deep Reinforcement Learning for Video Summarization With Semantically Meaningful Reward WACV 2021 Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images CVPR 2021 Caption-Supervised Face Recognition: Training a State-of-the-Art Face Model without Manual Annotation ECCV 2020 Learn to Propagate Reliably on Noisy Affinity Graphs ECCV 2020 SemanticAdv: Generating Adversarial Examples via Attribute-conditioned Image Editing ECCV 2020 Mapping in a Cycle: Sinkhorn Regularized Unsupervised Learning for Point Cloud Shapes ECCV 2020 Data Augmentation for Code-Switch Language Modeling by Fusing Multiple Text Generation Methods INTERSPEECH 2020 Learning to Cluster Faces via Confidence and Connectivity Estimation CVPR 2020 High Throughput Cryptocurrency Routing in Payment Channel Networks NSDI 2020 AUTOHOME-ORCA at SemEval-2019 Task 8: Application of BERT for Fact-Checking in Community Forums SEMEVAL 2019 Learning to Cluster Faces on an Affinity Graph CVPR 2019 Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator JMLR 2018 Bringing IoT to Sports Analytics NSDI 2017 Model-free Variable Selection in Reproducing Kernel Hilbert Space JMLR 2016 Grounding English Commands to Reward Functions RSS 2015