Bin Chen

ParaSuite: Boosting LLM Reasoning via Paradox Resolution ACL 2026 When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models ACL 2026 From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents ACL 2026 STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation ACL 2026 Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement AAAI 2026 Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models ACL 2026 OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026 AIPO: Adaptive Information Guided Token-Level Reinforcement Learning for Large Language Model Reasoning ACL 2026 OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 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 An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression ICLR 2025 Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks ICLR 2025 Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression ICCV 2025 One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models ICCV 2025 Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025 KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles ICCV 2025 Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 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 DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception CVPR 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 DASC-SPT: Towards Self-Supervised Panoramic Semantic Segmentation WACV 2025 I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data SEMEVAL 2025 OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction CVPR 2025 High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification AACL 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 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 Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning IJCAI 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 AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025 Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning CVPR 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 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 Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models ICCV 2023 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 Sph2Pob: Boosting Object Detection on Spherical Images with Planar Oriented Boxes Methods IJCAI 2023 Learning Transferable Spatiotemporal Representations From Natural Script Knowledge CVPR 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 An Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability ICCV 2023 GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild ICCV 2023 GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization ICCV 2023 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 Unbiased IoU for Spherical Image Object Detection AAAI 2022 Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval AAAI 2021 Targeted Attack for Deep Hashing based Retrieval ECCV 2020 Adversarial Attack on Deep Product Quantization Network for Image Retrieval AAAI 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 Resolving Event Noun Phrases to Their Verbal Mentions EMNLP 2010 A Twin-Candidate Based Approach for Event Pronoun Resolution using Composite Kernel COLING 2010 Other-Anaphora Resolution in Biomedical Texts with Automatically Mined Patterns COLING 2008