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