Xiang Chen

98 papers · 2019–2026 · 20 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (7) 🌈 Renaissance Researcher (12) 🌍 Conference Polyglot (19) 🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🤝 Dynamic Duo (22) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (34) 🔬 Deep Specialist (13) 🧬 Topic Evolution 🚀 Conference Pioneer ⚡ Prolific Year (11) ❓ The Questioner 💎 Century Club (90) 🔥 Unstoppable (8) 🗃️ Keyword Collector (383)

Conferences

AAAI (19) EMNLP (12) ACL (11) IJCAI (8) CVPR (8) NIPS (7) ICLR (5) MICCAI (5) NAACL (4) ICML (3) WACV (3) ECCV (2) COLING (2) IJCNLP (2) JMLR (2) EACL (1) ICCV (1) NSDI (1) SEMEVAL (1) UAI (1)

Top co-authors

Ningyu Zhang (22) Huajun Chen (21) Shumin Deng (13) Tong Yu (12) Fei Huang (11) Shuofei Qiao (8) Ryan A. Rossi (7) Julian McAuley (7) Lei Li (7) Chuanqi Tan (7)

Keywords

large language model (11) image deraining (7) image restoration (7) domain adaptation (6) multimodal learning (5) named entity recognition (4) relation extraction (4) few-shot learning (4) graph neural network (4) language model (4) knowledge graph construction (3) retrieval-augmented generation (3) text generation (3) abstract meaning (3) adversarial attack (3) gaussian splatting (3) knowledge graph (3) contrastive learning (3) transfer learning (3) ambiguity resolution (3)

Papers

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

Dual-Kernel Graph Community Contrastive Learning AAAI 2026

Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning AAAI 2026

MultiMedBench: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA AAAI 2026

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026

Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm AAAI 2026

Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion AAAI 2026

Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness AAAI 2026

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

Improving Graph Contrastive Learning with Community Structure UAI 2025

Voice Interaction With Conversational AI Could Facilitate Thoughtful Reflection and Substantive Revision in Writing NAACL 2025

GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 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

WebQuality: A Large-scale Multi-modal Web Page Quality Assessment Dataset with Multiple Scoring Dimensions NAACL 2025

Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs COLING 2025

VoxelOpt: Voxel-Adaptive Message Passing for Discrete Optimization in Deformable Abdominal CT Registration MICCAI 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

K-Buffers: A Plug-in Method for Enhancing Neural Fields with Multiple Buffers IJCAI 2025

Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models JMLR 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

Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025

Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video AAAI 2025

DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 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

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

Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble ICML 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

One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER IJCAI 2023

Learning a Sparse Transformer Network for Effective Image Deraining CVPR 2023

Online PCA in Converging Self-consistent Field Equations NIPS 2023

On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract) AAAI 2023

Multimodal Analogical Reasoning over Knowledge Graphs ICLR 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

Reasoning with Language Model Prompting: A Survey ACL 2023

Event-Centric Query Expansion in Web Search ACL 2023

Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023

FalCon: Fine-Grained Feature Map Sparsity Computing With Decomposed Convolutions for Inference Optimization WACV 2022

Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning ECCV 2022

Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data IJCAI 2022

Relation-Constrained Decoding for Text Generation NIPS 2022

Unpaired Deep Image Deraining Using Dual Contrastive Learning CVPR 2022

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning NIPS 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

M2N: Mesh Movement Networks for PDE Solvers NIPS 2022

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners ICLR 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

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

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 ACL 2021

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP 2021

COKE: Communication-Censored Decentralized Kernel Learning JMLR 2021

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 SEMEVAL 2021

Document-level Relation Extraction as Semantic Segmentation IJCAI 2021

WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation IJCNLP 2021

Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences CVPR 2021

ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning IJCNLP 2021

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices ECCV 2020

PSENet: Psoriasis Severity Evaluation Network AAAI 2020

Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer CVPR 2020

Interpreting and Evaluating Neural Network Robustness IJCAI 2019