Jie Chen

153 papers · 2009–2026 · 21 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) 🌍 Conference Polyglot (20) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (16) 🗺️ Taxonomy Completionist (25) 🏠 Conference Loyalist (21) 🤝 Dynamic Duo (25) 👑 Triple Crown 🏆 Keyword Champion (2) 🏆 Grand Slam 👥 Mega-Team (69) 🔬 Deep Specialist (18) 📈 Trend Setter 🔥 Unstoppable (10) ⚡ Prolific Year (10) 💎 Century Club (141) 🚀 Conference Pioneer 🗃️ Keyword Collector (68)

Conferences

AAAI (32) CVPR (26) ICCV (15) ICML (12) ECCV (11) ICLR (11) NIPS (11) IJCAI (7) ACL (6) EMNLP (5) INTERSPEECH (3) UAI (2) ACML (2) JMLR (2) NAACL (2) WACV (1) RSS (1) NSDI (1) MICCAI (1) EACL (1) AISTATS (1)

Top co-authors

Chang Liu (28) Xiangyang Ji (14) Zesen Cheng (13) Kehan Li (13) Li Yuan (11) Peng Jin (10) Jianqiang Li (9) Pengchong Qiao (9) Rongrong Ji (8) Wojciech Matusik (8)

Research topics

Keywords

graph neural network (12) large language model (10) contrastive learning (10) semantic segmentation (8) representation learning (7) vision transformer (5) generative model (5) self-supervised learning (5) stochastic optimization (4) multimodal learning (4) medical imaging (4) semi-supervised learning (4) deep neural network (4) object detection (4) diffusion model (4) distributed learning (3) instance segmentation (3) image classification (3) optical flow (3) image segmentation (3)

Papers

Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning AAAI 2026

BiHiTo: Biomolecular Hierarchy-inspired Tokenization AAAI 2026

CoGenSAM: Codebook-Interactive Generative Labeling for Adapting SAM to Crack Segmentation AAAI 2026

Conditional Distribution Learning for Graph Classification AAAI 2026

UniAPO: Unified Multimodal Automated Prompt Optimization AAAI 2026

SAOT: An Enhanced Locality-Aware Spectral Transformer for Solving PDEs AAAI 2026

Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs EACL 2026

SOSControl: Enhancing Human Motion Generation Through Saliency-Aware Symbolic Orientation and Timing Control AAAI 2026

Deep Inverse Shading: Consistent Albedo and Surface Detail Recovery via Generative Refinement AAAI 2026

ProAR: Probabilistic Autoregressive Modeling for Molecular Dynamics AAAI 2026

Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner AAAI 2026

WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation AAAI 2026

Adversarial Diffusion Compression for Real-World Image Super-Resolution CVPR 2025

Enhancing Language Model Hypernetworks with Restart: A Study on Optimization NAACL 2025

Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025

SAM2-ProMem: Enhancing Zero-Shot 3D Segmentation with Stochastic Propagation and Memory Search MICCAI 2025

CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025

Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy AAAI 2025

Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025

Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation AAAI 2025

DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs AAAI 2025

Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025

Attack-inspired Calibration Loss for Calibrating Crack Recognition AAAI 2025

YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model ACL 2025

Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025

Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ACL 2025

MTPNet: Multi-Grained Target Perception for Unified Activity Cliff Prediction IJCAI 2025

Dual-Balancing for Physics-Informed Neural Networks IJCAI 2025

Teaching Language Models to Critique via Reinforcement Learning ICML 2025

GPEN: Global Position Encoding Network for Enhanced Subgraph Representation Learning ICML 2025

Directed Graph Grammars for Sequence-based Learning ICML 2025

Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages ICML 2025

Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning ICLR 2025

Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems ICLR 2025

Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025

Procedural Synthesis of Synthesizable Molecules ICLR 2025

DASH: 4D Hash Encoding with Self-Supervised Decomposition for Real-Time Dynamic Scene Rendering ICCV 2025

Efficient Spiking Point Mamba for Point Cloud Analysis ICCV 2025

Tune-Your-Style: Intensity-tunable 3D Style Transfer with Gaussian Splatting ICCV 2025

Temporal-aware Query Routing for Real-time Video Instance Segmentation ICCV 2025

Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning EMNLP 2025

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework EMNLP 2025

iSegMan: Interactive Segment-and-Manipulate 3D Gaussians CVPR 2025

Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation ECCV 2024

Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series NIPS 2024

Parameterized Approximation Schemes for Fair-Range Clustering NIPS 2024

Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs NIPS 2024

HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting NIPS 2024

Parallel Vertex Diffusion for Unified Visual Grounding AAAI 2024

CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning AAAI 2024

Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues AAAI 2024

Secure Distributed Sparse Gaussian Process Models Using Multi-Key Homomorphic Encryption AAAI 2024

Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks AAAI 2024

The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models ACL 2024

LLMBox: A Comprehensive Library for Large Language Models ACL 2024

Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ACL 2024

Mind Marginal Non-Crack Regions: Clustering-Inspired Representation Learning for Crack Segmentation CVPR 2024

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation CVPR 2024

DETRs Beat YOLOs on Real-time Object Detection CVPR 2024

GraCo: Granularity-Controllable Interactive Segmentation CVPR 2024

Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation ECCV 2024

Textual Grounding for Open-vocabulary Visual Information Extraction in Layout-diversified Documents ECCV 2024

ParCo: Part-Coordinating Text-to-Motion Synthesis ECCV 2024

Learning Pseudo 3D Guidance for View-consistent Texturing with 2D Diffusion ECCV 2024

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models EMNLP 2024

Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models ICLR 2024

Representing Molecules as Random Walks Over Interpretable Grammars ICML 2024

Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints ICML 2024

Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization AAAI 2023

Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild AAAI 2023

Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning NIPS 2023

A Unified Pyramid Recurrent Network for Video Frame Interpolation CVPR 2023

Explain-then-translate: an analysis on improving program translation with self-generated explanations EMNLP 2023

ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023

The Devil is in the Crack Orientation: A New Perspective for Crack Detection ICCV 2023

LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization ICCV 2023

Towards Real-World Burst Image Super-Resolution: Benchmark and Method ICCV 2023

Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation ICCV 2023

TopoSeg: Topology-Aware Nuclear Instance Segmentation ICCV 2023

Learning to Distill Global Representation for Sparse-View CT ICCV 2023

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model ICCV 2023

Deep Multiview Clustering by Contrasting Cluster Assignments ICCV 2023

Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation CVPR 2023

Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning ICLR 2023

A Gromov-Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening ICML 2023

Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction ICML 2023

GC-Flow: A Graph-Based Flow Network for Effective Clustering ICML 2023

Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data ICML 2023

Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning CVPR 2023

Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation CVPR 2023

High-Frequency Stereo Matching Network CVPR 2023

WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation IJCAI 2023

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment IJCAI 2023

TG-VQA: Ternary Game of Video Question Answering IJCAI 2023

From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023

Video-Text As Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning CVPR 2023

Enhanced Bi-Directional Motion Estimation for Video Frame Interpolation WACV 2023

Federated learning of models pre-trained on different features with consensus graphs UAI 2023

Improving Mandarin Prosodic Structure Prediction with Multi-level Contextual Information INTERSPEECH 2022

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations NIPS 2022

Locality Guidance for Improving Vision Transformers on Tiny Datasets ECCV 2022

When Active Learning Meets Implicit Semantic Data Augmentation ECCV 2022

Robust Scene Text Detection via Learnable Scene Transformations ACML 2022

ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval CVPR 2022

Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022

Data-Efficient Graph Grammar Learning for Molecular Generation ICLR 2022

Detecting Ephemeral Optical Events with OpTel NSDI 2022

Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series ICLR 2022

Training-Free Transformer Architecture Search CVPR 2022

Temporal-MPI: Enabling Multi-Plane Images for Dynamic Scene Modelling via Temporal Basis Learning ECCV 2022

NDF: Neural Deformable Fields for Dynamic Human Modelling ECCV 2022

CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning CVPR 2021

Discrete Graph Structure Learning for Forecasting Multiple Time Series ICLR 2021

Directed Acyclic Graph Neural Networks ICLR 2021

Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport AAAI 2021

Dynamic visualization for L1 fusion convex clustering in near-linear time UAI 2021

CentripetalText: An Efficient Text Instance Representation for Scene Text Detection NIPS 2021

CDNet: Centripetal Direction Network for Nuclear Instance Segmentation ICCV 2021

ReCU: Reviving the Dead Weights in Binary Neural Networks ICCV 2021

A Partial Label Metric Learning Algorithm for Class Imbalanced Data ACML 2021

RR-Net: Injecting Interactive Semantics in Human-Object Interaction Detection IJCAI 2021

Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models IJCAI 2021

Discover Cross-Modality Nuances for Visible-Infrared Person Re-Identification CVPR 2021

Online Planner Selection with Graph Neural Networks and Adaptive Scheduling AAAI 2020

AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-Identification CVPR 2020

Online Convex Optimization Over Erdos-Renyi Random Networks NIPS 2020

Embedding Compression with Isotropic Iterative Quantization AAAI 2020

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization CVPR 2020

Learning a Weakly-Supervised Video Actor-Action Segmentation Model With a Wise Selection CVPR 2020

Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression AAAI 2020

CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator AAAI 2020

Deep Spatial-angular Regularization for Compressive Light Field Reconstruction over Coded Apertures ECCV 2020

DAG-GNN: DAG Structure Learning with Graph Neural Networks ICML 2019

A Sequential Set Generation Method for Predicting Set-Valued Outputs AAAI 2019

Graph Enhanced Cross-Domain Text-to-SQL Generation EMNLP 2019

Attention on Attention for Image Captioning ICCV 2019

Adaptively Aligned Image Captioning via Adaptive Attention Time NIPS 2019

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework CVPR 2018

Fast Light Field Reconstruction With Deep Coarse-To-Fine Modeling of Spatial-Angular Clues ECCV 2018

Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders NIPS 2018

Text-Dependent Speech Enhancement for Small-Footprint Robust Keyword Detection INTERSPEECH 2018

Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures INTERSPEECH 2018

Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications AISTATS 2018

FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling ICLR 2018

Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model CVPR 2017

Hierarchically Compositional Kernels for Scalable Nonparametric Learning JMLR 2017

SRN: Side-output Residual Network for Object Symmetry Detection in the Wild CVPR 2017

Solving Most Systems of Random Quadratic Equations NIPS 2017

Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin ICML 2016

Remote Heart Rate Measurement From Face Videos Under Realistic Situations CVPR 2014

Gaussian Process-Based Decentralized Data Fusion and Active Sensing for Mobility-on-Demand System RSS 2013

Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection JMLR 2009