Xiaoyang Wang

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