Rui Chen

50 papers · 2016–2025 · 17 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (17) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (10) 🗺️ Taxonomy Completionist (70) 🧬 Topic Evolution 👥 Mega-Team (23) 🤝 Dynamic Duo (12) 🏆 Grand Slam 🗃️ Keyword Collector (195) 💎 Century Club (50) 🔥 Unstoppable (7) ⚡ Prolific Year (6) 🚀 Conference Pioneer

Conferences

CVPR (10) ICCV (7) NIPS (5) IJCAI (5) ICLR (5) MICCAI (2) L4DC (2) ICML (2) ECCV (2) CORL (2) AAAI (2) EMNLP (1) IJCNLP (1) INTERSPEECH (1) ACL (1) AACL (1) RSS (1)

Top co-authors

Xia Hu (12) Li Li (8) Soo-Hyun Choi (8) Kaixiong Zhou (6) Zirui Liu (6) Hao Su (6) Changliu Liu (5) Weiye Zhao (5) Jiarong Ou (4) Xin Tao (4)

Keywords

diffusion model (5) depth estimation (3) backdoor attack (3) diffusion transformer (3) 3d reconstruction (3) graph neural network (2) multi-view stereo (2) neural network (2) long short-term memory (2) table understanding (2) reinforcement learning (2) domain adaptation (2) sql generation (2) large language model (2) multimodal learning (2) video generation (2) collaborative filtering (2) autonomous driving (2) temporal consistency (2) multi-agent system (2)

Papers

MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments ICCV 2025

Imbalance in Balance: Online Concept Balancing in Generation Models ICCV 2025

UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving ICCV 2025

CraftsMan3D: High-fidelity Mesh Generation with 3D Native Diffusion and Interactive Geometry Refiner CVPR 2025

MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction CVPR 2025

Dora: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders CVPR 2025

Flexible Group Count Enables Hassle-Free Structured Pruning CVPR 2025

Exploring Efficient and Effective Sequence Learning for Visual Object Tracking IJCAI 2025

LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem EMNLP 2025

Demonstrating GPU Parallelized Robot Simulation and Rendering for Generalizable Embodied AI with ManiSkill3 RSS 2025

BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation ICCV 2025

Enhancing Soft Tissue Sarcoma Classification by Mitigating Patient-Specific Bias in Whole Slide Images MICCAI 2025

From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking AAAI 2025

Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration AACL 2025

ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks ACL 2025

Learn With Imagination: Safe Set Guided State-wise Constrained Policy Optimization L4DC 2025

Continual Learning and Lifting of Koopman Dynamics for Linear Control of Legged Robots L4DC 2025

Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration IJCNLP 2025

Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content CVPR 2025

Towards Precise Scaling Laws for Video Diffusion Transformers CVPR 2025

Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice ICLR 2024

Absolute Policy Optimization: Enhancing Lower Probability Bound of Performance with High Confidence ICML 2024

TinyU-Net: Lighter yet Better U-Net with Cascaded Multi-Receptive Fields MICCAI 2024

Meta-Control: Automatic Model-based Control Synthesis for Heterogeneous Robot Skills CORL 2024

Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024

Distributionally Robust Loss for Long-Tailed Multi-Label Image Classification ECCV 2024

SweetDreamer: Aligning Geometric Priors in 2D diffusion for Consistent Text-to-3D ICLR 2024

GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation Demonstration and Imitation CVPR 2024

Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization ICCV 2023

Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach NIPS 2023

Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots NIPS 2023

Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation ICCV 2023

ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills ICLR 2023

State-wise Safe Reinforcement Learning: A Survey IJCAI 2023

EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression ICLR 2022

Table2Graph: Transforming Tabular Data to Unified Weighted Graph IJCAI 2022

ActiveZero: Mixed Domain Learning for Active Stereovision With Zero Annotation CVPR 2022

An Information Fusion Approach to Learning with Instance-Dependent Label Noise ICLR 2022

TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition NIPS 2022

Fine-Grained Air Quality Inference via Multi-Channel Attention Model IJCAI 2021

Dirichlet Energy Constrained Learning for Deep Graph Neural Networks NIPS 2021

Integer Programming for Causal Structure Learning in the Presence of Latent Variables ICML 2021

Normal Assisted Stereo Depth Estimation CVPR 2020

Towards Deeper Graph Neural Networks with Differentiable Group Normalization NIPS 2020

WISE: Word-Level Interaction-Based Multimodal Fusion for Speech Emotion Recognition INTERSPEECH 2020

Cross-View Tracking for Multi-Human 3D Pose Estimation at Over 100 FPS CVPR 2020

Deep Shape from Polarization ECCV 2020

S4G: Amodal Single-view Single-Shot SE(3) Grasp Detection in Cluttered Scenes CORL 2019

Point-Based Multi-View Stereo Network ICCV 2019

Browsing Regularities in Hedonic Content Systems IJCAI 2016