Xinyu Li

CascadeNet: Generating Network Traffic with High-Fidelity Temporal Patterns NSDI 2026 Is the Attention Matrix Really the Key to Self-Attention in Multivariate Long-Term Time Series Forecasting? ACL 2026 Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models WACV 2026 Looking Beyond the One: Operationalizing and Eliciting Visual Ambiguity in VLLMs ACL 2026 MS^2Gait: A Multi-Scale Spatio-Temporal Fusion Network for LiDAR-based Gait Recognition CVPR 2026 NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment AAAI 2026 When AI Meets AI: A Game-Theoretic Defense Framework Against AI Empowered Cyber Threats AAAI 2026 DetectDiffuse: Aggregation- and Attention-driven Universal Lesion Detection with Multi-scale Diffusion Model MICCAI 2025 DZAD: Diffusion-based Zero-shot Anomaly Detection AAAI 2025 GarmentDiffusion: 3D Garment Sewing Pattern Generation with Multimodal Diffusion Transformers IJCAI 2025 GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning WACV 2025 Now You See Me: Context-Aware Automatic Audio Description WACV 2025 SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification through Pseudo-Label Semantic Guidance ICCV 2025 Tetra-orientated Mamba with T2-FLAIR Mismatch Features for Glioma Segmentation, IDH Genotyping, and Grading MICCAI 2025 Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024 SkinCON: Towards consensus for the uncertainty of skin cancer sub-typing through distribution regularized adaptive predictive sets (DRAPS) MICCAI 2024 Text-Guided Video Masked Autoencoder ECCV 2024 Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models ACL 2024 Video Token Merging for Long Video Understanding NeurIPS 2024 Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023 Discrete Cosin TransFormer: Image Modeling From Frequency Domain WACV 2023 MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation ICCV 2023 Motion-Guided Masking for Spatiotemporal Representation Learning ICCV 2023 Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens CVPR 2023 Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding NeurIPS 2022 Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring? NAACL 2022 Id-Free Person Similarity Learning CVPR 2022 NUTA: Non-Uniform Temporal Aggregation for Action Recognition WACV 2022 Robust Direct Learning for Causal Data Fusion ACML 2022 SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation WACV 2022 Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models CVPR 2022 TubeR: Tubelet Transformer for Video Action Detection CVPR 2022 What To Look at and Where: Semantic and Spatial Refined Transformer for Detecting Human-Object Interactions CVPR 2022 Long Short-Term Transformer for Online Action Detection NeurIPS 2021 Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations CVPR 2021 Selective Feature Compression for Efficient Activity Recognition Inference ICCV 2021 SiamMOT: Siamese Multi-Object Tracking CVPR 2021 VidTr: Video Transformer Without Convolutions ICCV 2021 Directional Temporal Modeling for Action Recognition ECCV 2020 Dynamically Personalized Detection of Hemorrhage MLHC 2019 Multi-Stream Network with Temporal Attention for Environmental Sound Classification Interspeech 2019 Speech Audio Super-Resolution for Speech Recognition Interspeech 2019 Hybrid Attention based Multimodal Network for Spoken Language Classification COLING 2018 Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment ACL 2018