Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Correcting to Predict: Pseudo-Value Correction for Multimodal Attribute Value ExtractionAlibaba · arXiv (Cornell University)Sep 28Efficient World Action Model Inference with Adaptive Intermediate StatesAlibaba · arXiv (Cornell University)Sep 28AUV-Bench: Aesthetic Understanding and Generation Evaluation for User InterfacesAlibaba · arXiv (Cornell University)Sep 28LLMs as Adaptive Meta-Solvers: Strategy-Diverse RL for Industrial-Scale OptimizationAlibaba · arXiv (Cornell University)Sep 28Dynamic Flow, Static Graph: KV Cache Reuse for Efficient LLM Serving on Mobile NPUsAlibaba · arXiv (Cornell University)Sep 28See it, Say it, Sorted: Mechanistic Diagnosis and Parameter-Space Mitigation of Emergent Misalignment in LLMsAlibaba · arXiv (Cornell University)Sep 28You Can Always Get What You Want: CPU Virtualization Made Fast and FreeAlibaba · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28D i F low : A System for Micro-Serving Text-to-image Di ffusion Work flowsAlibaba · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28Dr.Credit: Rubric-Grounded Process Credit Assignment for Deep Research AgentsAlibaba · arXiv (Cornell University)Sep 28Batched in Back: Characterizing and Optimizing Offline LLM Inference in Production with ACDCAlibaba · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28Dense Is Not Enough: Hierarchical Supervision Allocation for Long-Horizon On-Policy DistillationAlibaba · arXiv (Cornell University)Sep 27Pruned CTC for Memory-Efficient Large-Vocabulary ASR TrainingAlibaba · arXiv (Cornell University)Sep 27From Distributions to Stochastic Processes: Neural Approximation of Measure-Valued MapsAlibaba · arXiv (Cornell University)Sep 27QwenGyre: An Elastic Reinforcement Learning Framework for Training xLong-Horizon AgentsAlibaba · arXiv (Cornell University)Sep 27Certainty Is Not Just Correctness: Rethinking Token-Level Certainty in LLM ReasoningAlibaba · arXiv (Cornell University)Sep 26MM-OPD: Towards One More Bottleneck Between Perception and ReasoningAlibaba · arXiv (Cornell University)Sep 26Representation Editing for Multimodal Test-Time AdaptationAlibaba · arXiv (Cornell University)Sep 26MOPD-Router: Rethinking Teacher Routing in Multi-Teacher On-Policy DistillationAlibaba · arXiv (Cornell University)Sep 25From Exploitation to Balance: Efficient Retargeting Recommendation via DPO-Guided Slot AllocationAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25TSSR-Beta: Enhancing Billion-Scale E-Commerce Semantic Retrieval via Representation-Level InteractionAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25M2R: End-to-End Implicit Scenario Discovery for Multi-Scenario and Multi-Crowd Ranking at TaobaoAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25NextGen: A Multi-Objective Generative Re-ranking Framework for Taobao RecommendationAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25Covariance-Aware Newton-Schulz Orthogonalization for Noise-Robust Sequential RecommendationAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25MDGR: Masked Diffusion Generative RecommendationAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25Guess Where You Go: Generative Next Point-of-Interest Recommendation in AmapAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25