Xinbing Wang

Geminet: Learning the Duality-based Topology-Agnostic Update Operator for Lightweight Traffic Engineering in Changing Topologies NSDI 2026 VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models ACL 2026 Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration ICML 2025 Extreme Value Policy Optimization for Safe Reinforcement Learning ICML 2025 Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning ICML 2025 Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models ICLR 2025 Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration ACL 2025 ONCache: A Cache-Based Low-Overhead Container Overlay Network NSDI 2025 CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection ICML 2024 Domain Invariant Learning for Gaussian Processes and Bayesian Exploration AAAI 2024 Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints IJCAI 2024 G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024 Graph Parsing Networks ICLR 2024 HuRef: HUman-REadable Fingerprint for Large Language Models NeurIPS 2024 Is Reference Necessary in the Evaluation of NLG Systems? When and Where? NAACL 2024 Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NeurIPS 2024 OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning ICML 2024 RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024 Temporal Generalization Estimation in Evolving Graphs ICLR 2024 Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization AAAI 2023 Cooperative Open-ended Learning Framework for Zero-Shot Coordination ICML 2023 DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning AAAI 2023 Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus EMNLP 2023 Exploring and Verbalizing Academic Ideas by Concept Co-occurrence ACL 2023 Flattened Clos: Designing High-performance Deadlock-free Expander Data Center Networks Using Graph Contraction NSDI 2023 Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator ACL 2023 Online Restless Bandits with Unobserved States ICML 2023 Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing ICLR 2023 Prediction with Incomplete Data under Agnostic Mask Distribution Shift IJCAI 2023 Self-supervised Graph Disentangled Networks for Review-based Recommendation IJCAI 2023 Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model ACL 2023 Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition ACL 2022 RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL EMNLP 2022 RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction ACL 2022 Syntax-guided Localized Self-attention by Constituency Syntactic Distance EMNLP 2022 Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning AAAI 2020 Academic Reader: An Interactive Question Answering System on Academic Literatures AAAI 2019 APRP: An Anonymous Propagation Method in Bitcoin Network AAAI 2019