Xiang Chen

Dual-Kernel Graph Community Contrastive Learning AAAI 2026 Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness AAAI 2026 FoundIR-v2: Optimizing Pre-Training Data Mixtures for Image Restoration Foundation Model CVPR 2026 From Pixels to Policies: Reinforcing Spatial Reasoning in Language Models for Content-Aware Layout Design ACL 2026 MultiMedBench: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA AAAI 2026 Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm AAAI 2026 QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation WACV 2026 Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion AAAI 2026 Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning AAAI 2026 SketchPipe: Toward Accurate Sketch-based Network Measurement on Multi-Pipeline Switches with Splitless Sketch Placement NSDI 2026 Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs EACL 2026 UniRain: Unified Image Deraining with RAG-based Dataset Distillation and Multi-objective Reweighted Optimization CVPR 2026 Unpaired Image Deraining Using Reward-Guided Self-Reinforcement Strategy CVPR 2026 VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026 Agentic Knowledgeable Self-awareness ACL 2025 AIA: Autoregression-Based Injection Attacks Against Text2SQL Models AAAI 2025 Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs COLING 2025 CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025 Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video AAAI 2025 DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments AAAI 2025 Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025 DisDiff: Disentanglement Diffusion Network for MR Imaging Translation MICCAI 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models JMLR 2025 ECLAIR: Enhanced Clarification for Interactive Responses AAAI 2025 ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025 Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics EMNLP 2025 FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025 From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025 Fully Dynamic Embedding into ℓ_p Spaces ICML 2025 Gaussian Primitive Optimized Deformable Retinal Image Registration MICCAI 2025 Graph Disentanglement Learning for fMRI Analysis: Decoupling Disease, Covariates, and Individual Variability MICCAI 2025 Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025 GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025 Improving Graph Contrastive Learning with Community Structure UAI 2025 K-Buffers: A Plug-in Method for Enhancing Neural Fields with Multiple Buffers IJCAI 2025 MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation ICLR 2025 Numerical Pruning for Efficient Autoregressive Models AAAI 2025 OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models ICLR 2025 Voice Interaction With Conversational AI Could Facilitate Thoughtful Reflection and Substantive Revision in Writing NAACL 2025 VoxelOpt: Voxel-Adaptive Message Passing for Discrete Optimization in Deformable Abdominal CT Registration MICCAI 2025 WebQuality: A Large-scale Multi-modal Web Page Quality Assessment Dataset with Multiple Scoring Dimensions NAACL 2025 Agent Planning with World Knowledge Model NeurIPS 2024 Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining CVPR 2024 Continual Multimodal Knowledge Graph Construction IJCAI 2024 DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024 FactCHD: Benchmarking Fact-Conflicting Hallucination Detection IJCAI 2024 HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances CVPR 2024 Infinite-Dimensional Feature Interaction NeurIPS 2024 Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024 Learning a Spiking Neural Network for Efficient Image Deraining IJCAI 2024 MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters MICCAI 2024 OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs EMNLP 2024 Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble ICML 2024 Rethinking Multi-Scale Representations in Deep Deraining Transformer AAAI 2024 Structural Entropy Based Graph Structure Learning for Node Classification AAAI 2024 TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing ACL 2024 ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search ICLR 2024 Towards Universal Mesh Movement Networks NeurIPS 2024 Unified Hallucination Detection for Multimodal Large Language Models ACL 2024 Event-Centric Query Expansion in Web Search ACL 2023 Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction ICML 2023 Hybrid CNN-Transformer Feature Fusion for Single Image Deraining AAAI 2023 INTELMO: Enhancing Models’ Adoption of Interactive Interfaces EMNLP 2023 Learning a Sparse Transformer Network for Effective Image Deraining CVPR 2023 Multimodal Analogical Reasoning over Knowledge Graphs ICLR 2023 On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract) AAAI 2023 One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER IJCAI 2023 Online PCA in Converging Self-consistent Field Equations NeurIPS 2023 Reasoning with Language Model Prompting: A Survey ACL 2023 Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023 ATPFL: Automatic Trajectory Prediction Model Design Under Federated Learning Framework CVPR 2022 Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning NeurIPS 2022 DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population EMNLP 2022 Dense Learning Based Semi-Supervised Object Detection CVPR 2022 Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners ICLR 2022 Discord Questions: A Computational Approach To Diversity Analysis in News Coverage EMNLP 2022 Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data IJCAI 2022 FalCon: Fine-Grained Feature Map Sparsity Computing With Decomposed Convolutions for Inference Optimization WACV 2022 Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction NAACL 2022 LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022 M2N: Mesh Movement Networks for PDE Solvers NeurIPS 2022 Relation-Constrained Decoding for Text Generation NeurIPS 2022 ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select EMNLP 2022 SC-UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection WACV 2022 Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset EMNLP 2022 Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022 Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning ECCV 2022 Unpaired Deep Image Deraining Using Dual Contrastive Learning CVPR 2022 COKE: Communication-Censored Decentralized Kernel Learning JMLR 2021 Document-level Relation Extraction as Semantic Segmentation IJCAI 2021 Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP 2021 Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences CVPR 2021 Toward Nearly-Zero-Error Sketching via Compressive Sensing NSDI 2021 WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation ACL 2021 ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning SemEval 2021 An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices ECCV 2020 Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer CVPR 2020 PSENet: Psoriasis Severity Evaluation Network AAAI 2020 Interpreting and Evaluating Neural Network Robustness IJCAI 2019