Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Enhancing Large-Scale AI Training Efficiency: The C4 Solution for Real-Time Anomaly Detection and Communication OptimizationAlibaba · IEEE International Symposium on High-Performance Computer Architecture (HPCA)8 citationsMar 1, 2025Predicting DRAM-Caused Risky VMs in Large-Scale CloudsAlibaba · IEEE International Symposium on High-Performance Computer Architecture (HPCA)2 citationsMar 1, 2025AICB: A benchmark for evaluating the communication subsystem of LLM training clustersAlibaba · BenchCouncil Transactions on Benchmarks Standards and Evaluations1 citationMar 1, 2025NVMePass: A Lightweight, High-performance and Scalable NVMe Virtualization Architecture with I/O Queues PassthroughAlibaba · IEEE International Symposium on High-Performance Computer Architecture (HPCA)1 citationMar 1, 2025Helios: Efficient Distributed Dynamic Graph Sampling for Online GNN InferenceAlibaba · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming13 citationsFeb 28, 2025SGDRC: Software-Defined Dynamic Resource Control for Concurrent DNN Inference on NVIDIA GPUsAlibaba, Microsoft · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming11 citationsFeb 28, 2025Delving Into Instance Modeling for Weakly Supervised Video Anomaly DetectionAlibaba · IEEE Transactions on Circuits and Systems for Video Technology6 citationsFeb 28, 2025Not All Exceptions Are Created Equal: Triaging Error Logs in Real-World EnterprisesAlibaba · ACM Transactions on Software Engineering and Methodology1 citationFeb 28, 2025Swift Unfolding of Communities: GPU-Accelerated Louvain AlgorithmAlibaba · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming1 citationFeb 28, 2025Effectively Virtual Page Prefetching via Spatial-Temporal Patterns for Memory-intensive Cloud ApplicationsAlibaba · ACM SIGPLAN Symposium on Principles and Practice of Parallel ProgrammingFeb 28, 2025Large Language Model Simulator for Cold-Start RecommendationAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)66 citationsFeb 26, 2025Cascaded Dual Vision Transformer for Accurate Facial Landmark DetectionAlibaba · IEEE Winter Conference on Applications of Computer Vision8 citationsFeb 26, 2025AUCPro: AUC-Oriented Provable Robustness LearningAlibaba · IEEE Transactions on Pattern Analysis and Machine Intelligence5 citationsFeb 26, 2025UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain RetrievalAlibaba, Microsoft · IEEE Winter Conference on Applications of Computer Vision4 citationsFeb 26, 2025Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task LearningAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)2 citationsFeb 26, 2025DivAvatar: Diverse 3D Avatar Generation with a Single PromptAlibaba · IEEE Winter Conference on Applications of Computer Vision1 citationFeb 26, 2025Distribution Optimization Under Gaussian Hypothesis for Domain Adaptive Semantic SegmentationAlibaba · IEEE Winter Conference on Applications of Computer Vision1 citationFeb 26, 2025DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming PerceptionAlibaba · IEEE Winter Conference on Applications of Computer VisionFeb 26, 2025Improving CTR Prediction with Graph-Enhanced Interest Networks for Sparse Behavior SequencesAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)Feb 26, 2025Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series ForecastingAlibaba · IEEE Transactions on Pattern Analysis and Machine Intelligence17 citationsFeb 25, 2025Cross-lingual entity alignment based on complex relationships and fine-grained attributesAlibaba · Applied Soft Computing2 citationsFeb 22, 2025RobustPrompt: Learning to defend against adversarial attacks with adaptive visual promptsAlibaba · Pattern Recognition Letters2 citationsFeb 21, 2025Toward Verifying and Interpreting Learning-Based Networking Systems With SMTAlibaba · IEEE Transactions on NetworkingFeb 21, 2025Joint Luminance-Chrominance Learning for Image DebandingAlibaba · IEEE Transactions on Circuits and Systems for Video Technology3 citationsFeb 20, 2025HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge AdaptationAlibaba · arXiv (Cornell University)8 citationsFeb 14, 2025