Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
CirrusBench: Evaluating LLM-based Agents Beyond Correctness in Real-World Cloud Service EnvironmentsAlibaba · arXiv (Cornell University)Mar 30RCLRec: Reverse Curriculum Learning for Modeling Sparse Conversions in Generative RecommendationAlibaba · arXiv (Cornell University)Mar 30Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric DesignAlibaba · arXiv (Cornell University)Mar 30A Benchmarking Methodology to Assess Open-Source Video Large Language Models in Automatic Captioning of News VideosAlibaba · arXiv (Cornell University)Mar 29AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web AgentsAlibaba · arXiv (Cornell University)Mar 29TrEnv-X: Transparently Share Serverless Execution Environments Across Different Functions and NodesAlibaba · ACM Transactions on Computer SystemsMar 28AgenticRS-Architecture: System Design for Agentic Recommender SystemsAlibaba · arXiv (Cornell University)Mar 27Rethinking Recommendation Paradigms: From Pipelines to Agentic Recommender SystemsAlibaba · arXiv (Cornell University)Mar 27Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent SkillsAlibaba · arXiv (Cornell University)2 citationsMar 26Knowledge-Guided Adversarial Training for Infrared Object Detection via Thermal Radiation ModelingAlibaba · arXiv (Cornell University)Mar 26Knowledge-Guided Adversarial Training for Infrared Object Detection via Thermal Radiation ModelingAlibaba · arXiv (Cornell University)Mar 26Photon: Speedup Volume Understanding with Efficient Multimodal Large Language ModelsAlibaba · arXiv (Cornell University)Mar 26GenMask: Adapting DiT for Segmentation via Direct Mask GenerationAlibaba · arXiv (Cornell University)Mar 25Semantic-Aware Interruption Detection in Spoken Dialogue Systems: Benchmark, Metric, and ModelAlibaba · arXiv (Cornell University)Mar 25MARCH: Multi-Agent Reinforced Self-Check for LLM HallucinationAlibaba · arXiv (Cornell University)Mar 25UniScale: Synergistic Entire Space Data and Model Scaling for Search RankingAlibaba · arXiv (Cornell University)Mar 25Enhancing federated unlearning using catastrophic forgetting in heterogeneous Industrial Internet of ThingsAlibaba · Computer CommunicationsMar 25OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language ModelsAlibaba · IEEE Transactions on Pattern Analysis and Machine Intelligence4 citationsMar 24A Dual Merge Mode for Video CodingAlibaba · DCCMar 24KARMA: Knowledge-Action Regularized Multimodal Alignment for Personalized Search at TaobaoAlibaba · arXiv (Cornell University)Mar 24GateSID: Adaptive Gating for Balancing Semantic and Collaborative Signals in RecommendationAlibaba · arXiv (Cornell University)Mar 24KARMA: Knowledge-Action Regularized Multimodal Alignment for Personalized Search at TaobaoAlibaba · arXiv (Cornell University)Mar 24Quality Over Clicks: Iterative Reinforcement Learning for Early-Stage E-Commerce Query SuggestionAlibaba · arXiv (Cornell University)Mar 24Towards Efficient 3D Gaussian Human Avatar Compression: A Prior-Guided FrameworkAlibaba · DCCMar 24Sparse2Dense: A Keypoint-Driven Generative Framework for Human Video Compression and Vertex PredictionAlibaba · DCCMar 24