Di Huang

84 papers · 2018–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (115) 🏠 Conference Loyalist (21) 🧬 Topic Evolution 🤝 Dynamic Duo (14) 🏆 Keyword Champion (2) 👑 Triple Crown 🏆 Grand Slam 🔬 Deep Specialist (15) 🚀 Conference Pioneer 🗃️ Keyword Collector (321) 🔥 Unstoppable (8) 💎 Century Club (78) ⚡ Prolific Year (13)

Conferences

AAAI (21) CVPR (21) ECCV (12) NIPS (9) ICCV (8) ICLR (7) ICML (2) CORL (1) IJCAI (1) OSDI (1) WACV (1)

Top co-authors

JIAXIN CHEN (14) Wanli Ouyang (14) Yunhong Wang (14) Yunji Chen (12) Tong He (12) Rui Zhang (12) Zidong Du (11) Hongyu Yang (11) Qi Guo (11) Jiaming Guo (8)

Research topics

Robotics (1) Optimization (1)

Keywords

large language model (6) object detection (6) point cloud (5) multi-agent system (4) code generation (4) 3d object detection (4) self-supervised learning (4) neural network optimization (3) 3d reconstruction (3) robotic grasping (3) domain adaptation (3) contrastive learning (3) attention mechanism (3) 3d vision (3) adversarial learning (3) representation learning (3) feature learning (3) vision transformer (3) transfer learning (3) model compression (3)

Papers

Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation AAAI 2026

RMAdapter: Reconstruction-based Multi-Modal Adapter for Vision-Language Models AAAI 2026

QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026

StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion AAAI 2026

Safety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions AAAI 2026

SceneGenesis: 3D Scene Synthesis via Semantic Structural Priors and Mesh-Guided Video-Geometry Fusion AAAI 2026

Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models CVPR 2025

ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems CVPR 2025

Towards Training-free Anomaly Detection with Vision and Language Foundation Models CVPR 2025

Constraint-Aware Feature Learning for Parametric Point Cloud ICCV 2025

GigaGS: 3D Gaussian Based Planar Representation for Large-Scene Surface Reconstruction AAAI 2025

Micro-macro Wavelet-based Gaussian Splatting for 3D Reconstruction from Unconstrained Images AAAI 2025

Unveiling the Knowledge of CLIP for Training-Free Open-Vocabulary Semantic Segmentation AAAI 2025

3D²-Actor: Learning Pose-Conditioned 3D-Aware Denoiser for Realistic Gaussian Avatar Modeling AAAI 2025

InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach OSDI 2025

Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction ICLR 2025

Progressive Parameter Efficient Transfer Learning for Semantic Segmentation ICLR 2025

Depth Any Video with Scalable Synthetic Data ICLR 2025

ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction ICLR 2025

MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers ICLR 2025

ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning ICCV 2025

APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers CVPR 2025

CoSDH: Communication-Efficient Collaborative Perception via Supply-Demand Awareness and Intermediate-Late Hybridization CVPR 2025

Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification ICLR 2024

BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping WACV 2024

InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization CVPR 2024

FiT: Flexible Vision Transformer for Diffusion Model ICML 2024

Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NIPS 2024

GVGEN: Text-to-3D Generation with Volumetric Representation ECCV 2024

Agent3D-Zero: An Agent for Zero-shot 3D Understanding ECCV 2024

AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer ECCV 2024

Multi-modal Relation Distillation for Unified 3D Representation Learning ECCV 2024

PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines ECCV 2024

Active Perception for Grasp Detection via Neural Graspness Field NIPS 2024

Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning NIPS 2024

MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators AAAI 2024

Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024

Emergent Communication for Numerical Concepts Generalization AAAI 2024

NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction NIPS 2024

Crowd-SAM:SAM as a smart annotator for object detection in crowded scenes ECCV 2024

Generalizing 6-DoF Grasp Detection via Domain Prior Knowledge CVPR 2024

UniPAD: A Universal Pre-training Paradigm for Autonomous Driving CVPR 2024

DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration ICCV 2023

Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images NIPS 2023

Compressed Video Prompt Tuning NIPS 2023

Emergent Communication for Rules Reasoning NIPS 2023

ANPL: Towards Natural Programming with Interactive Decomposition NIPS 2023

Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing AAAI 2023

Online Symbolic Regression with Informative Query AAAI 2023

OcTr: Octree-Based Transformer for 3D Object Detection CVPR 2023

NeuFace: Realistic 3D Neural Face Rendering From Multi-View Images CVPR 2023

Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images CVPR 2023

Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly Detection ICCV 2023

Ponder: Point Cloud Pre-training via Neural Rendering ICCV 2023

Denoising Diffusion Autoencoders are Unified Self-supervised Learners ICCV 2023

Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection CVPR 2022

ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo CVPR 2022

Motion Sensitive Contrastive Learning for Self-Supervised Video Representation ECCV 2022

Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement IJCAI 2022

Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes CORL 2022

UFPMP-Det:Toward Accurate and Efficient Object Detection on Drone Imagery AAAI 2022

ACGNet: Action Complement Graph Network for Weakly-Supervised Temporal Action Localization AAAI 2022

OnePose++: Keypoint-Free One-Shot Object Pose Estimation without CAD Models NIPS 2022

Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles ECCV 2022

Entropy-Based Active Learning for Object Detection With Progressive Diversity Constraint CVPR 2022

Neural Program Synthesis with Query ICLR 2022

CAT-Det: Contrastively Augmented Transformer for Multi-Modal 3D Object Detection CVPR 2022

ImFace: A Nonlinear 3D Morphable Face Model With Implicit Neural Representations CVPR 2022

PR-GCN: A Deep Graph Convolutional Network With Point Refinement for 6D Pose Estimation ICCV 2021

PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection AAAI 2021

Image Inpainting via Conditional Texture and Structure Dual Generation ICCV 2021

Improving Object Detection with Selective Self-Supervised Self-Training ECCV 2020

Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction ECCV 2020

Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism AAAI 2020

DWM: A Decomposable Winograd Method for Convolution Acceleration AAAI 2020

Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation CVPR 2020

Fixed-Point Back-Propagation Training CVPR 2020

Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels ICML 2020

Multi-Scale Positive Sample Refinement for Few-Shot Object Detection ECCV 2020

Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces CVPR 2019

Adaptive NMS: Refining Pedestrian Detection in a Crowd CVPR 2019

Receptive Field Block Net for Accurate and Fast Object Detection ECCV 2018

Learning Face Age Progression: A Pyramid Architecture of GANs CVPR 2018