Xinyu Wang

67 papers · 2019–2026 · 17 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (17) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (6) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🤝 Dynamic Duo (22) 🏆 Keyword Champion (3) 🚀 Conference Pioneer 🔥 Unstoppable (7) ⚡ Prolific Year (21) ❓ The Questioner (3) 🗃️ Keyword Collector (313) 💎 Century Club (65)

Conferences

ACL (14) EMNLP (14) AAAI (9) CVPR (4) IJCNLP (4) NIPS (3) NAACL (3) MICCAI (2) IJCAI (2) ICLR (2) ICCV (2) CONLL (2) COLING (2) ECCV (1) AACL (1) NSDI (1) SEMEVAL (1)

Top co-authors

Yong Jiang (22) Kewei Tu (21) Fei Huang (17) Tao Wang (12) Nguyen Bach (10) Zhongqiang Huang (9) Pengjun Xie (8) Yulan He (7) Zixia Jia (6) Lin Gui (5)

Research topics

Systems (1) Privacy (1)

Keywords

large language model (8) dependency parsing (8) named entity recognition (6) multimodal learning (5) retrieval-augmented generation (5) reinforcement learning (5) information retrieval (4) sequence labeling (4) embedding concatenation (4) neural network (4) structured prediction (4) attention mechanism (4) unsupervised learning (4) graph neural network (4) variational inference (3) remote sensing (3) message passing (3) graph-based parser (3) knowledge distillation (3) representation learning (3)

Papers

From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback AAAI 2026

Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers AAAI 2026

Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark COLING 2025

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025

Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025

STRICT: Stress-Test of Rendering Image Containing Text EMNLP 2025

Have LLMs Reopened the Pandora’s Box of AI-Generated Fake News? NAACL 2025

MITracker: Multi-View Integration for Visual Object Tracking CVPR 2025

HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery CVPR 2025

Multi-task Screening for Cervical Diseases via Feature Routing and Asymmetric Distillation MICCAI 2025

Boosting Data Utilization for Multilingual Dense Retrieval EMNLP 2025

NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning EMNLP 2025

A Novel Local Search Algorithm for the Vertex Bisection Minimization Problem IJCAI 2025

Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025

Are Large Vision Language Models Good Game Players? ICLR 2025

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent ICLR 2025

Cross-View Isolated Sign Language Recognition via View Synthesis and Feature Disentanglement ICCV 2025

KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models EMNLP 2025

In2NeCT: Inter-class and Intra-class Neural Collapse Tuning for Semantic Segmentation of Imbalanced Remote Sensing Images AAAI 2025

Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025

Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025

VQLTI: Long-Term Tropical Cyclone Intensity Forecasting with Physical Constraints AAAI 2025

PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA ACL 2025

RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024

LION: Linear Group RNN for 3D Object Detection in Point Clouds NIPS 2024

IaC-Eval: A Code Generation Benchmark for Cloud Infrastructure-as-Code Programs NIPS 2024

CGMGM: A Cross-Gaussian Mixture Generative Model for Few-Shot Semantic Segmentation AAAI 2024

Unsupervised Object Interaction Learning with Counterfactual Dynamics Models AAAI 2024

DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection AAAI 2024

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024

Deciphering Oracle Bone Language with Diffusion Models ACL 2024

Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024

Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024

Topic Taxonomy Construction from ESG Reports COLING 2024

ModaVerse: Efficiently Transforming Modalities with LLMs CVPR 2024

E3V-K5: An Authentic Benchmark for Redefining Video-Based Energy Expenditure Estimation ECCV 2024

MetaAD: Metabolism-Aware Anomaly Detection for Parkinson’s Disease in 3D 18F-FDG PET MICCAI 2024

Polyhedron Attention Module: Learning Adaptive-order Interactions NIPS 2023

A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports EMNLP 2023

Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors AAAI 2023

Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization ACL 2023

Boomerang: Metadata-Private Messaging under Hardware Trust NSDI 2023

Class Prior-Free Positive-Unlabeled Learning with Taylor Variational Loss for Hyperspectral Remote Sensing Imagery ICCV 2023

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition SEMEVAL 2022

ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition NAACL 2022

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 2022

Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 2022

Automated Concatenation of Embeddings for Structured Prediction IJCNLP 2021

Dependency Induction Through the Lens of Visual Perception EMNLP 2021

Dependency Induction Through the Lens of Visual Perception CONLL 2021

Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings ACL 2021

Automated Concatenation of Embeddings for Structured Prediction ACL 2021

Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021

Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ACL 2021

Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor IJCNLP 2021

Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning IJCNLP 2021

Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings IJCNLP 2021

Correcting the Misuse: A Method for the Chinese Idiom Cloze Test EMNLP 2020

More Embeddings, Better Sequence Labelers? EMNLP 2020

AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network EMNLP 2020

On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering CVPR 2020

Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data ACL 2020

Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ACL 2020

Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training AACL 2020

Building a Bridge: A Method for Image-Text Sarcasm Detection Without Pretraining on Image-Text Data EMNLP 2020

Second-Order Semantic Dependency Parsing with End-to-End Neural Networks ACL 2019

ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing CONLL 2019