Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Ada-Store: An Adaptive Load-aware Hybrid Storage Architecture for Bursty WorkloadsAlibaba · ACM International Conference on Computing Frontiers (CF)May 19AI-Empowered Interdisciplinary Teaching of AI FundamentalsAlibaba · Journal of Education and Information TechnologyMay 19Towards Camera-Robust 3D Localization: Equation-Anchored Tool-Use for MLLMsAlibaba · arXiv (Cornell University)May 19Draft Less, Retrieve More: Hybrid Tree Construction for Speculative DecodingAlibaba · arXiv (Cornell University)May 19MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video GenerationAlibaba · arXiv (Cornell University)May 19Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning DistillationAlibaba · arXiv (Cornell University)May 19CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning SupervisionAlibaba · arXiv (Cornell University)May 19Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised RewardsAlibaba · Proceedings of the ACM on Management of Data3 citationsMay 18DBugScribe: Automatic Database Bug Reproduction from Community ReportsAlibaba · Proceedings of the ACM on Management of Data1 citationMay 18An information-theoretic framework for robust large language model editingAlibaba · npj Artificial Intelligence1 citationMay 18EPIC: Abstraction and Polymorphism of In-Network Collectives on EthernetAlibaba · arXiv (Cornell University)May 18Towards Sustainable Growth: A Multi-Value-Aware Retrieval Framework for E-Commerce SearchAlibaba · arXiv (Cornell University)May 18Towards Sustainable Growth: A Multi-Value-Aware Retrieval Framework for E-Commerce SearchAlibaba · arXiv (Cornell University)May 18RAVE: Re-Allocating Visual Attention in Large Multimodal ModelsAlibaba · arXiv (Cornell University)May 18EPIC: Abstraction and Polymorphism of In-Network Collectives on EthernetAlibaba · arXiv (Cornell University)May 18A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM$Δ$ Integration into Upcycled MoEAlibaba · arXiv (Cornell University)May 18See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object UnderstandingAlibaba · arXiv (Cornell University)May 18Kangaroo: Efficient Lossless Floating-Point Compression via Dynamic Reference SelectionAlibaba · Proceedings of the ACM on Management of DataMay 18Sketch-based Secure Query Processing for Streaming DataAlibaba · Proceedings of the ACM on Management of DataMay 18CoDec: Prefix-Shared Decoding Kernel for LLMsAlibaba · Proceedings of the ACM on Management of DataMay 18LSHAlign: All-Pair Near-Duplicate Text Alignment via Locality-Sensitive HashingAlibaba · Proceedings of the ACM on Management of DataMay 18AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question AnsweringAlibaba · arXiv (Cornell University)May 17Taming "Zombie'' Agents: A Markov State-Aware Framework for Resilient Multi-Agent EvolutionAlibaba · arXiv (Cornell University)May 17DISA: Offline Importance Sampling for Distribution-Matching LLM-RLAlibaba · arXiv (Cornell University)May 17Trust No Tool: Evaluating and Defending LLM Agents under Untrusted Tool FeedbackAlibaba · arXiv (Cornell University)May 17