← Authors

Xiaoyang Wang

52 papers · 2013–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (11) πŸƒ Academic Marathon (12) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (14) πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🀝 Dynamic Duo (22) πŸ’Ž Century Club (51) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8) ⚑ Prolific Year (13) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (244)

Conferences

EMNLP (10) ACL (8) IJCAI (8) AAAI (6) CVPR (6) ICCV (4) NAACL (3) AACL (1) AISTATS (1) CLEAR (1) ICLR (1) IJCNLP (1) OSDI (1) UAI (1)

Top co-authors

Dong Yu (22) Kaiqiang Song (15) SangWoo Cho (12) Jimin Xiao (9) Fei Liu (8) Wenlin Yao (8) Yebowen Hu (5) Qiang Ji (4) Hassan Foroosh (4) Jianshu Chen (4)

Keywords

large language model (6) semantic segmentation (5) semi-supervised learning (4) multimodal learning (4) text generation (3) attention mechanism (3) neural network (3) feature reconstruction (3) knowledge distillation (3) zero-shot learning (3) generative model (3) image reconstruction (2) benchmark evaluation (2) unsupervised learning (2) deep learning (2) anomaly detection (2) question answering (2) reinforcement learning (2) probabilistic modeling (2) contrastive learning (2)

Papers

Spectrally Adaptive Channel-aware Unrolling Network for Compressed Sensing AAAI 2026
DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025
Router-Tuning: A Simple and Effective Approach for Dynamic Depth EMNLP 2025
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025
HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning EMNLP 2025
DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection ICCV 2025
FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management OSDI 2025
Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025
PCAN: A Pandemic-Compatible Attentive Neural Network for Retail Sales Forecasting IJCAI 2025
Free Lunch of Image-mask Alignment for Anomaly Image Generation and Segmentation IJCAI 2025
CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection AAAI 2025
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? ICLR 2025
Bias-Resilient Weakly Supervised Semantic Segmentation Using Normalizing Flows ICCV 2025
Polarity Calibration for Opinion Summarization NAACL 2024
Invariant Aggregator for Defending against Federated Backdoor Attacks AISTATS 2024
Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning NAACL 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition CVPR 2024
Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning NAACL 2024
UFC-Net: Unrolling Fixed-point Continuous Network for Deep Compressive Sensing CVPR 2024
SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation AAAI 2024
SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs ACL 2024
InFoBench: Evaluating Instruction Following Ability in Large Language Models ACL 2024
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation CVPR 2024
Unsupervised Multi-document Summarization with Holistic Inference IJCNLP 2023
Unsupervised Multi-document Summarization with Holistic Inference AACL 2023
Generating User-Engaging News Headlines ACL 2023
OASum: Large-Scale Open Domain Aspect-based Summarization ACL 2023
Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation CVPR 2023
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 EMNLP 2023
More Than Spoken Words: Nonverbal Message Extraction and Generation EMNLP 2023
FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction ICCV 2023
Efficient Attribute (Ξ±,Ξ²)-Core Detection in Large Bipartite Graphs (Student Abstract) AAAI 2022
Salience Allocation as Guidance for Abstractive Summarization EMNLP 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination EMNLP 2022
CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising IJCAI 2022
Toward Unifying Text Segmentation and Long Document Summarization EMNLP 2022
Meta-learning without data via Wasserstein distributionally-robust model fusion UAI 2022
Identifying Coarse-grained Independent Causal Mechanisms with Self-supervision CLEAR 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022
NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation AAAI 2021
Risk Guarantee Prediction in Networked-Loans IJCAI 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL 2020
STA: Spatial-Temporal Attention for Large-Scale Video-Based Person Re-Identification AAAI 2019
Pivotal Relationship Identification: The K-Truss Minimization Problem IJCAI 2019
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018
Object Recognition with Hidden Attributes IJCAI 2016
Video Event Recognition With Deep Hierarchical Context Model CVPR 2015
A Hierarchical Context Model for Event Recognition in Surveillance Video CVPR 2014
A Unified Probabilistic Approach Modeling Relationships between Attributes and Objects ICCV 2013