Bin Chen

82 papers · 2008–2026 · 16 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (15) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🏃 Academic Marathon (17) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🏆 Grand Slam 🤝 Dynamic Duo (36) 🔬 Deep Specialist (11) 🏆 Keyword Champion 🔥 Unstoppable (6) ⚡ Prolific Year (21) 🗃️ Keyword Collector (326) 📈 Trend Setter ❓ The Questioner (2) 💎 Century Club (79) 🚀 Conference Pioneer

Conferences

AAAI (18) CVPR (11) EMNLP (8) ICCV (8) ACL (5) ICLR (5) IJCAI (5) NIPS (5) COLING (4) ECCV (3) MICCAI (3) ICML (2) IJCNLP (2) AACL (1) SEMEVAL (1) WACV (1)

Top co-authors

Shu-Tao Xia (36) Tao Dai (19) Jinpeng Wang (16) Jian Su (13) Yaowei Wang (9) Hao Fang (8) Yaohua Zha (8) Zhi Wang (7) Hang Guo (6) Yuze Gao (6)

Research topics

Keywords

contrastive learning (9) diffusion model (7) large language model (7) self-supervised learning (6) video retrieval (5) image restoration (5) code generation (4) adversarial learning (4) transfer learning (4) question answering (4) domain adaptation (4) vision-language model (4) adversarial attack (4) point cloud (4) representation learning (4) multimodal learning (4) unsupervised learning (3) object detection (3) image compression (3) metric learning (3)

Papers

OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026

Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement AAAI 2026

DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception CVPR 2025

OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction CVPR 2025

An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression ICLR 2025

High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification AACL 2025

Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks ICLR 2025

KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles ICCV 2025

Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025

DASC-SPT: Towards Self-Supervised Panoramic Semantic Segmentation WACV 2025

MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025

Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025

OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025

One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models ICCV 2025

Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression ICCV 2025

I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data SEMEVAL 2025

GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution AAAI 2025

Efficient Self-Supervised Video Hashing with Selective State Spaces AAAI 2025

OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision AAAI 2025

Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning IJCAI 2025

Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025

OASIS: Order-Augmented Strategy for Improved Code Search ACL 2025

Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025

I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data ACL 2025

Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off ICML 2025

3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors ICML 2025

MIBF-Net: Multi-modal Information Balanced Fusion Network for Clinical Diagnosis via Patient Narratives and Lesion Image MICCAI 2025

MedSoft-Diffusion: Medical Semantic-Guided Diffusion Model with Soft Mask Conditioning for Vertebral Disease Diagnosis MICCAI 2025

DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement ICLR 2025

Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information ICLR 2025

High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification IJCNLP 2025

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

OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking CVPR 2025

PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter CVPR 2025

Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning CVPR 2025

AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025

Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025

Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts NIPS 2024

ReFIR: Grounding Large Restoration Models with Retrieval Augmentation NIPS 2024

BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping NIPS 2024

COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation NIPS 2024

LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling NIPS 2024

GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval AAAI 2024

Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders AAAI 2024

Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding AAAI 2024

Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024

Shallow Diffusion for Fast Speech Enhancement (Student Abstract) AAAI 2024

Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs COLING 2024

Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations COLING 2024

MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024

CLIP-Guided Generative Networks for Transferable Targeted Adversarial Attacks ECCV 2024

A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks ECCV 2024

Comparing a BERT Classifier and a GPT classifier for Detecting Connective Language Across Multiple Social Media EMNLP 2024

Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning EMNLP 2024

Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization ICLR 2024

Invertible Residual Rescaling Models IJCAI 2024

GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process IJCAI 2024

VertFound: Synergizing Semantic and Spatial Understanding for Fine-grained Vertebrae Classification via Foundation Models MICCAI 2024

Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023

Learning Transferable Spatiotemporal Representations From Natural Script Knowledge CVPR 2023

Sph2Pob: Boosting Object Detection on Spherical Images with Planar Oriented Boxes Methods IJCAI 2023

An Exploratory Study on Model Compression for Text-to-SQL ACL 2023

Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain AAAI 2023

Contrastive Masked Autoencoders for Self-Supervised Video Hashing AAAI 2023

FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks AAAI 2023

GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild ICCV 2023

An Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability ICCV 2023

GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization ICCV 2023

Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models ICCV 2023

Unbiased IoU for Spherical Image Object Detection AAAI 2022

Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022

Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022

Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022

Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval AAAI 2021

Adversarial Attack on Deep Product Quantization Network for Image Retrieval AAAI 2020

Targeted Attack for Deep Hashing based Retrieval ECCV 2020

Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018

Exploiting Discourse Analysis for Article-Wide Temporal Classification EMNLP 2013

A Unified Event Coreference Resolution by Integrating Multiple Resolvers IJCNLP 2011

A Twin-Candidate Based Approach for Event Pronoun Resolution using Composite Kernel COLING 2010

Resolving Event Noun Phrases to Their Verbal Mentions EMNLP 2010

Other-Anaphora Resolution in Biomedical Texts with Automatically Mined Patterns COLING 2008