Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
PGSF: Profile-Guided Semantic Fusion for Decoupled Industrial Pre-RankingAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10ReAlign: Optimizing the Visual Document Retriever with Reasoning-Guided Fine-Grained AlignmentAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10Internalizing Explicit Reasoning into Latent Space for Dense RetrievalAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10Large-Scale Online Learning for Generative List Recommendation in E-commerce: An Environment Policy Optimization ApproachAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10RecGPT-Mobile: On-Device Large Language Models for User Intent Understanding in Taobao Feed RecommendationAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10Counterfactual Multi-task Learning for Delayed Conversion Modeling in E-commerce Sales Pre-PromotionAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10Next Interest Flow: A Generative Pre-training Paradigm for Recommender Systems by Modeling All-domain MovelinesAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10SMetric: Rethink LLM Scheduling for Serving Agents with Balanced Session-centric SchedulingAlibaba · arXiv (Cornell University)Jul 9Entropy Pacing Policy Optimization for Multi-Task Agentic Reinforcement LearningAlibaba · arXiv (Cornell University)Jul 8From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM AgentsAlibaba · arXiv (Cornell University)Jul 8From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action SpaceAlibaba · arXiv (Cornell University)Jul 7Enhancing Large Multimodal Models in Key Information Extraction via Scene-Aware Document SynthesisAlibaba · arXiv (Cornell University)Jul 6E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-TuningAlibaba · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)1 citationJul 5Replication-Free Failover: Protocol-Fenced Takeover for Stateful ServicesAlibaba · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)Jul 5Bridging the Delay: Lag-Aware Spatio-Temporal Causal Inference for Microservice Root Cause AnalysisAlibaba · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)Jul 5RocketMQ-A2A: Reliable Session-Level Replayable Event Streams for Large-Scale Multi-Agent CollaborationAlibaba · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)Jul 5UniSGR: Unified Framework for Semantic ID Generation and RankingAlibaba · arXiv (Cornell University)Jul 5Ghosts Beneath Textures: Texture-Relation Cues for Cross-Paradigm AI-Generated Image DetectionAlibaba · arXiv (Cornell University)Jul 4Siameformer: Towards a robust source camera identification method on lossy imagesAlibaba · Knowledge-Based Systems1 citationJul 3LMPAN: A Lightweight Multi-Path Alignment Network for Joint Full-Duplex Acoustic Echo Cancellation and Noise SuppressionAlibaba · arXiv (Cornell University)Jul 2Purified OPSD: On-Policy Self-Distillation Without Losing How to ThinkAlibaba · arXiv (Cornell University)Jul 2Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded VerificationAlibaba · arXiv (Cornell University)Jul 2Latency-SLO-Aware Memory Offloading for Large Language Model InferenceAlibaba · International Conference on SupercomputingJul 2AnchorMark: Preventing Watermark Collapse in LLMS via Anchor-Based ResynchronizationAlibaba · IEEE International Conference on Web Services (ICWS)Jul 1Joint User Selection, Power Control and Channel Assignment for Wireless Federated LearningAlibaba · Cross Strait Radio Science and Wireless Technology Conference (CSRSWTC)Jul 1