Jie Song

92 papers · 2017–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (12) 🗺️ Taxonomy Completionist (128) 🏠 Conference Loyalist (27) 🤝 Dynamic Duo (48) 🏆 Grand Slam 🏆 Keyword Champion (3) 🔬 Deep Specialist (13) ❓ The Questioner ⚡ Prolific Year (17) 🚀 Conference Pioneer 🗃️ Keyword Collector (344) 📈 Trend Setter 🔥 Unstoppable (9) 💎 Century Club (89)

Conferences

CVPR (27) AAAI (18) ICCV (15) ECCV (11) IJCAI (6) NIPS (5) ICLR (3) ICML (3) AISTATS (1) CORL (1) EMNLP (1) MICCAI (1)

Top co-authors

Mingli Song (49) Otmar Hilliges (26) Xinchao Wang (17) Haofei Zhang (14) Mengqi Xue (13) Chengchao Shen (10) Chen Guo (10) Manuel Kaufmann (9) Xu Chen (8) Tianjian Jiang (8)

Research topics

Architectures (1) Privacy (1)

Keywords

knowledge distillation (12) model compression (9) neural radiance field (6) human pose estimation (6) diffusion model (6) 3d reconstruction (6) novel view synthesis (5) convolutional neural network (5) generative model (4) image generation (4) monocular video (4) transfer learning (4) multi-agent reinforcement learning (4) few-shot learning (4) 3d avatar (4) vision transformer (4) zero-shot learning (3) representation learning (3) self-supervised learning (3) gaussian splatting (3)

Papers

D3-RSMDE: 40× Faster and High-Fidelity Remote Sensing Monocular Depth Estimation AAAI 2026

Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation AAAI 2026

Syllogism-Inspired TableQA: Evidentialization Makes Decomposition Reasoning and Answer Verification More Reliable AAAI 2026

Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? CVPR 2025

Robust Dexterous Grasping of General Objects CORL 2025

CADP: Towards Better Centralized Learning for Decentralized Execution in MARL IJCAI 2025

VQCounter: Designing Visual Prompt Queue for Accurate Open-World Counting IJCAI 2025

ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset ICML 2025

STD-FD: Spatio-Temporal Distribution Fitting Deviation for AIGC Forgery Identification ICML 2025

Dataset Ownership Verification in Contrastive Pre-trained Models ICLR 2025

Capturing head avatar with hand contacts from a monocular video ICCV 2025

Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025

Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation AAAI 2025

D^2-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models AAAI 2025

Association Pattern-enhanced Molecular Representation Learning AAAI 2025

Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning AAAI 2025

Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL AAAI 2025

SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning AAAI 2025

Approximate Global Convergence of Independent Learning in Multi-Agent Systems AISTATS 2025

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025

MagicHOI: Leveraging 3D Priors for Accurate Hand-object Reconstruction from Short Monocular Video Clips ICCV 2025

MoGA: 3D Generative Avatar Prior for Monocular Gaussian Avatar Reconstruction ICCV 2025

GauSTAR: Gaussian Surface Tracking and Reconstruction CVPR 2025

Dataset Ownership Verification for Pre-trained Masked Models ICCV 2025

ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos CVPR 2025

PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation CVPR 2025

AvatarPose: Avatar-guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-view Videos ECCV 2024

Association Pattern-aware Fusion for Biological Entity Relationship Prediction NIPS 2024

LG-CAV: Train Any Concept Activation Vector with Language Guidance NIPS 2024

On the Concept Trustworthiness in Concept Bottleneck Models AAAI 2024

Training-Free Pretrained Model Merging CVPR 2024

SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion CVPR 2024

4D-DRESS: A 4D Dataset of Real-World Human Clothing With Semantic Annotations CVPR 2024

MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild CVPR 2024

ReLoo: Reconstructing Humans Dressed in Loose Garments from Monocular Video in the Wild ECCV 2024

WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation ECCV 2024

GraspXL: Generating Grasping Motions for Diverse Objects at Scale ECCV 2024

On the Evaluation Consistency of Attribution-based Explanations ECCV 2024

HSR: Holistic 3D Human-Scene Reconstruction from Monocular Videos ECCV 2024

Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement EMNLP 2024

SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition ICLR 2024

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition IJCAI 2024

Loose Lesion Location Self-supervision Enhanced Colorectal Cancer Diagnosis MICCAI 2024

Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks ICCV 2023

Learning Locally Editable Virtual Humans CVPR 2023

Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition AAAI 2023

Schema Inference for Interpretable Image Classification ICLR 2023

Lookaround Optimizer: $k$ steps around, 1 step average NIPS 2023

Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation CVPR 2023

Vid2Avatar: 3D Avatar Reconstruction From Videos in the Wild via Self-Supervised Scene Decomposition CVPR 2023

InstantAvatar: Learning Avatars From Monocular Video in 60 Seconds CVPR 2023

X-Avatar: Expressive Human Avatars CVPR 2023

Hi4D: 4D Instance Segmentation of Close Human Interaction CVPR 2023

ModelGiF: Gradient Fields for Model Functional Distance ICCV 2023

EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild ICCV 2023

Human from Blur: Human Pose Tracking from Blurry Images ICCV 2023

Learning with Recoverable Forgetting ECCV 2022

Learning Domain Adaptive Object Detection with Probabilistic Teacher ICML 2022

Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers AAAI 2022

gDNA: Towards Generative Detailed Neural Avatars CVPR 2022

PINA: Learning a Personalized Implicit Neural Avatar From a Single RGB-D Video Sequence CVPR 2022

D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions CVPR 2022

Label Matching Semi-Supervised Object Detection CVPR 2022

Safe Distillation Box AAAI 2022

Meta-Attention for ViT-Backed Continual Learning CVPR 2022

Up to 100x Faster Data-Free Knowledge Distillation AAAI 2022

Bootstrapping ViTs: Towards Liberating Vision Transformers From Pre-Training CVPR 2022

Attention Diversification for Domain Generalization ECCV 2022

Slimmable Domain Adaptation CVPR 2022

DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022

Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data IJCAI 2021

Contrastive Model Invertion for Data-Free Knolwedge Distillation IJCAI 2021

Training Generative Adversarial Networks in One Stage CVPR 2021

Tree-Like Decision Distillation CVPR 2021

KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation IJCAI 2021

Progressive Network Grafting for Few-Shot Knowledge Distillation AAAI 2021

Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data NIPS 2021

Self-Born Wiring for Neural Trees ICCV 2021

Shape-Aware Multi-Person Pose Estimation From Multi-View Images ICCV 2021

EM-POSE: 3D Human Pose Estimation From Sparse Electromagnetic Trackers ICCV 2021

DEPARA: Deep Attribution Graph for Deep Knowledge Transferability CVPR 2020

Human Body Model Fitting by Learned Gradient Descent ECCV 2020

Category Level Object Pose Estimation via Neural Analysis-by-Synthesis ECCV 2020

Amalgamating Knowledge towards Comprehensive Classification AAAI 2019

End-to-End Learning for Graph Decomposition ICCV 2019

Monocular Neural Image Based Rendering With Continuous View Control ICCV 2019

Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation ICCV 2019

Deep Model Transferability from Attribution Maps NIPS 2019

Transductive Unbiased Embedding for Zero-Shot Learning CVPR 2018

Selective Zero-Shot Classification with Augmented Attributes ECCV 2018

Cross-Modal Deep Variational Hand Pose Estimation CVPR 2018

Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos CVPR 2017