Xu Shen

BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks ACL 2026 Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs AAAI 2026 HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting AAAI 2026 Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025 Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models ICLR 2025 Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025 Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs ICLR 2025 Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025 NeuronMerge: Merging Models via Functional Neuron Groups ACL 2025 Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025 Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025 Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark ICLR 2025 Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025 Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning CVPR 2024 Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control NeurIPS 2024 From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning ICML 2024 Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding EMNLP 2024 Interpreting and Improving Large Language Models in Arithmetic Calculation ICML 2024 SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph ACL 2024 Contextual Convolutional Networks ICLR 2023 CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation NeurIPS 2023 Moderate Coreset: A Universal Method of Data Selection for Real-world Data-efficient Deep Learning ICLR 2023 Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization CVPR 2022 Delving into Details: Synopsis-to-Detail Networks for Video Recognition ECCV 2022 Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022 3D Local Convolutional Neural Networks for Gait Recognition ICCV 2021 Dense Interaction Learning for Video-Based Person Re-Identification ICCV 2021 Partial Person Re-Identification With Part-Part Correspondence Learning CVPR 2021 Revisiting Knowledge Distillation: An Inheritance and Exploration Framework CVPR 2021 Video Object Segmentation With Dynamic Memory Networks and Adaptive Object Alignment ICCV 2021 Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification CVPR 2019 Quantization Networks CVPR 2019 Classification and Representation Joint Learning via Deep Networks IJCAI 2017