Tao Chen

107 papers · 2007–2026 · 18 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (18) 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (18) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🤝 Dynamic Duo (15) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (24) 🌱 Topic Pioneer 🔬 Deep Specialist (13) 🧬 Topic Evolution 🏆 Keyword Champion (2) 💎 Century Club (103) 🔥 Unstoppable (8) 🗃️ Keyword Collector (404) ⚡ Prolific Year (26) ❓ The Questioner

Conferences

CVPR (18) NIPS (17) AAAI (10) ACL (10) ECCV (8) ICLR (6) IJCNLP (6) EMNLP (5) ICCV (5) RSS (5) IJCAI (4) CORL (3) MICCAI (3) WACV (2) ICML (2) NSDI (1) SEMEVAL (1) COLING (1)

Top co-authors

Gang Yu (16) Peng Ye (15) Jiakang Yuan (12) Chong Yu (12) Xin Chen (11) Bo Zhang (10) Pulkit Agrawal (10) Botian Shi (9) Wanli Ouyang (9) Jiayuan Fan (9)

Research topics

Applications (1) Robotics (1)

Keywords

model compression (10) reinforcement learning (8) point cloud (6) knowledge distillation (6) 3d vision (5) novel view synthesis (5) diffusion model (5) large language model (5) domain adaptation (4) multimodal learning (4) image generation (4) semantic segmentation (4) neural network (4) zero-shot learning (3) neural network optimization (3) scene understanding (3) 3d reconstruction (3) multi-instance learning (3) 3d object detection (3) relation extraction (3)

Papers

Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026

Learning from Human Gaze: Human-like Robot Social Navigation in Dense Crowds AAAI 2026

Beyond Quadratic: Linear-Time Change Detection with RWKV AAAI 2026

Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement AAAI 2026

Hard Sample Mining-based Tongue Diagnosis for Fatty Liver Disease Severity Classification MICCAI 2025

All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025

Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback ACL 2025

uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text ACL 2025

Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection CVPR 2025

Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning CVPR 2025

Once-Tuning-Multiple-Variants: Tuning Once and Expanded as Multiple Vision-Language Model Variants CVPR 2025

DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models CVPR 2025

Consistency-aware Self-Training for Iterative-based Stereo Matching CVPR 2025

PAMN: Multi-phase Correlation Modeling for Contrast-Enhanced 3D Medical Image Retrieval EMNLP 2025

Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models EMNLP 2025

SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning ICCV 2025

Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025

GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training ICLR 2025

HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction ICLR 2025

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

Boost Embodied AI Models with Robust Compression Boundary IJCAI 2025

Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction MICCAI 2025

Cross-Modal Graph Learning for Perivascular Spaces Segmentation MICCAI 2025

uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text SEMEVAL 2025

Reconciling Reality through Simulation: A Real-To-Sim-to-Real Approach for Robust Manipulation RSS 2024

M3DBench: Towards Omni 3D Assistant with Interleaved Multi-modal Instructions ECCV 2024

Enhanced Sparsification via Stimulative Training ECCV 2024

DECap: Towards Generalized Explicit Caption Editing via Diffusion Mechanism ECCV 2024

Better Regression Makes Better Test-time Adaptive 3D Object Detection ECCV 2024

Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation ECCV 2024

Foster Adaptivity and Balance in Learning with Noisy Labels ECCV 2024

MeshXL: Neural Coordinate Field for Generative 3D Foundation Models NIPS 2024

3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection NIPS 2024

Boosting Residual Networks with Group Knowledge AAAI 2024

Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient NIPS 2024

Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy NIPS 2024

MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization COLING 2024

Spear: Evaluate the Adversarial Robustness of Compressed Neural Models IJCAI 2024

FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on IJCAI 2024

ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation ICLR 2024

PM-INR: Prior-Rich Multi-Modal Implicit Large-Scale Scene Neural Representation AAAI 2024

Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning AAAI 2024

FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation NIPS 2024

$\textit{Bifr\"ost}$: 3D-Aware Image Compositing with Language Instructions NIPS 2024

EMR-Merging: Tuning-Free High-Performance Model Merging NIPS 2024

S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning NIPS 2024

VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024

LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024

Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024

MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer CVPR 2024

DexDeform: Dexterous Deformable Object Manipulation with Human Demonstrations and Differentiable Physics ICLR 2023

Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization ACL 2023

Boost Vision Transformer With GPU-Friendly Sparsity and Quantization CVPR 2023

Executing Your Commands via Motion Diffusion in Latent Space CVPR 2023

Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection CVPR 2023

End-to-End 3D Dense Captioning With Vote2Cap-DETR CVPR 2023

Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection CVPR 2023

Creator Context for Tweet Recommendation EMNLP 2023

Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023

Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering ICCV 2023

A Large-Scale Outdoor Multi-Modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction ICCV 2023

ConceptFusion: Open-set multimodal 3D mapping RSS 2023

Parallel $Q$-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation ICML 2023

Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend IJCAI 2023

PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation NIPS 2023

MotionGPT: Human Motion as a Foreign Language NIPS 2023

AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset NIPS 2023

Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback NIPS 2023

Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation NIPS 2023

Topological Experience Replay ICLR 2022

Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal ECCV 2022

Efficient Tactile Simulation with Differentiability for Robotic Manipulation CORL 2022

Colorization for In Situ Marine Plankton Images ECCV 2022

ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ACL 2022

b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search CVPR 2022

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation CVPR 2022

Fast and Constrained Absent Keyphrase Generation by Prompt-Based Learning AAAI 2022

Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing NIPS 2022

Rapid Locomotion via Reinforcement Learning RSS 2022

Pre-Trained Language Models for Interactive Decision-Making NIPS 2022

What Makes for Effective Few-Shot Point Cloud Classification? WACV 2022

Coordinates Are NOT Lonely - Codebook Prior Helps Implicit Neural 3D representations NIPS 2022

Deep Symmetric Network for Underexposed Image Enhancement With Recurrent Attentional Learning ICCV 2021

Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification ACL 2021

Coarse-to-Fine Gaze Redirection With Numerical and Pictorial Guidance WACV 2021

A System for General In-Hand Object Re-Orientation CORL 2021

Learning to Jump from Pixels CORL 2021

Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation CVPR 2021

Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification IJCNLP 2021

Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021

CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction IJCNLP 2021

UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction IJCNLP 2021

TexSmart: A System for Enhanced Natural Language Understanding IJCNLP 2021

UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction ACL 2021

TexSmart: A System for Enhanced Natural Language Understanding ACL 2021

An End-to-End Differentiable Framework for Contact-Aware Robot Design RSS 2021

CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ACL 2021

Cascade EF-GAN: Progressive Facial Expression Editing With Local Focuses CVPR 2020

Millions of Tiny Databases NSDI 2020

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases EMNLP 2019

Learning Exploration Policies for Navigation ICLR 2019

SParC: Cross-Domain Semantic Parsing in Context ACL 2019

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases IJCNLP 2019

Hardware Conditioned Policies for Multi-Robot Transfer Learning NIPS 2018

Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering IJCNLP 2015

Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering ACL 2015

Design of a Bio-inspired Dynamical Vertical Climbing Robot RSS 2007