← Authors

Lei Yang

90 papers · 2015–2026 · 18 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (18) 🐝 Cross-Pollinator (4) πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (22) πŸ† Grand Slam πŸ‘₯ Mega-Team (23) πŸ”¬ Deep Specialist (19) 🧬 Topic Evolution πŸ“ˆ Trend Setter ⚑ Prolific Year (19) πŸ—ƒοΈ Keyword Collector (369) πŸ’Ž Century Club (87) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11)

Conferences

CVPR (20) ECCV (14) ICCV (12) AAAI (8) NIPS (7) ICLR (5) NSDI (4) JMLR (3) MICCAI (3) RSS (3) ACL (2) EMNLP (2) ICML (2) WACV (1) SEMEVAL (1) NAACL (1) INTERSPEECH (1) IJCAI (1)

Top co-authors

Zhongang Cai (22) Ziwei Liu (21) Haiyi Mei (9) Chen Change Loy (8) Dahua Lin (8) Ailing Zeng (7) Zhengyu Lin (6) Wanqi Yin (6) Liang Pan (6) Mingyuan Zhang (6)

Keywords

diffusion model (9) human pose estimation (7) novel view synthesis (6) 3d reconstruction (6) generative model (4) neural radiance field (4) retrieval-augmented generation (4) large language model (3) autonomous driving (3) representation learning (3) 3d object detection (3) gaussian splatting (3) video understanding (3) depth estimation (3) multimodal learning (3) neural rendering (3) action recognition (3) motion planning (2) face recognition (2) adversarial learning (2)

Papers

FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction AAAI 2026
PHOTONS: Pose-Free Human-Centric Photo-Realistic Real-Time Novel View Synthesis from Sparse Views AAAI 2026
Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models AAAI 2026
Praetor: A Fine-Grained Generative LLM Evaluator with Instance-Level Customizable Evaluation Criteria ACL 2025
TokensGen: Harnessing Condensed Tokens for Long Video Generation ICCV 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
EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 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
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization ICML 2025
Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off ICML 2025
Discrete Distribution Networks ICLR 2025
Trajectory attention for fine-grained video motion control ICLR 2025
A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset AAAI 2025
GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D Reconstruction RSS 2025
MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers ICLR 2025
DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search EMNLP 2025
Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024
Large Motion Model for Unified Multi-Modal Motion Generation ECCV 2024
GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection ECCV 2024
WHAC: World-grounded Humans and Cameras ECCV 2024
UniTalker: Scaling up Audio-Driven 3D Facial Animation through A Unified Model ECCV 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024
Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment ICLR 2024
ZeRO++: Extremely Efficient Collective Communication for Large Model Training ICLR 2024
Language-Augmented Symbolic Planner for Open-World Task Planning RSS 2024
RFID+: Spatially Controllable Identification of UHF RFIDs via Controlled Magnetic Fields NSDI 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
AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation CVPR 2024
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing CVPR 2024
Differentiable Convex Polyhedra Optimization from Multi-view Images ECCV 2024
GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting CVPR 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
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy MICCAI 2024
RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM IJCAI 2024
GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection 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
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model ICCV 2023
SHERF: Generalizable Human NeRF from a Single Image ICCV 2023
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
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
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 10Γ— Efficient 2D and 3D Pose Estimation ECCV 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms NIPS 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
Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images CVPR 2021
Weakly Supervised Deep Reinforcement Learning for Video Summarization With Semantically Meaningful Reward WACV 2021
Mapping in a Cycle: Sinkhorn Regularized Unsupervised Learning for Point Cloud Shapes ECCV 2020
High Throughput Cryptocurrency Routing in Payment Channel Networks NSDI 2020
Caption-Supervised Face Recognition: Training a State-of-the-Art Face Model without Manual Annotation 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
Learn to Propagate Reliably on Noisy Affinity Graphs ECCV 2020
SemanticAdv: Generating Adversarial Examples via Attribute-conditioned Image Editing ECCV 2020
Learning to Cluster Faces on an Affinity Graph CVPR 2019
AUTOHOME-ORCA at SemEval-2019 Task 8: Application of BERT for Fact-Checking in Community Forums SEMEVAL 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