Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Learning from the Future: Privileged Self-Distillation for Sequential RecommendationAlibaba · arXiv (Cornell University)Jul 29SERPO: Self-Evolving Rubric Policy Optimization for Open-Ended Test-Time Reinforcement LearningAlibaba · arXiv (Cornell University)Jul 29Living-Harness Is an Interactive-Agent EvolverAlibaba · arXiv (Cornell University)Jul 29TopoGR: Revealing and Preserving Latent Structure of Semantic ID in Generative RecommendationAlibaba · arXiv (Cornell University)Jul 28SPARC: Sequence-aware Progressive Attribute Routing and Compression Framework for Generative RecommendationAlibaba · arXiv (Cornell University)Jul 28OmniDelta: Skill-Driven Budget Allocation for Token Compression in OmniLLMsAlibaba · arXiv (Cornell University)Jul 28DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text SpaceAlibaba · arXiv (Cornell University)Jul 28Hybrid Analysis for Secure MCP Tool Use in LLM AgentsAlibaba · arXiv (Cornell University)Jul 28TaoMate: Anchor-Guided Memory Bridging Evolving and Reference States for Real-Time Audio-Video Digital Human GenerationAlibaba · arXiv (Cornell University)Jul 27ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical UnderstandingAlibaba · arXiv (Cornell University)Jul 27SpecFormer: Mitigating Embedding and Attention Collapse via Spectral-Aware Transformer for RecommendationAlibaba · arXiv (Cornell University)Jul 27C2C-Explorer: An Exploration Framework for Chip-to-Chip Interconnect Architectures in LLM Cloud Computing SystemsAlibaba · ACM/IEEE Design Automation Conference (DAC)Jul 26Hestia: Hyperthread-Level Scheduling for Cloud Microservices with Interference-Aware AttentionAlibaba · ACM/IEEE Design Automation Conference (DAC)Jul 26A Survey of Graph Transformers: Architectures, Theories and ApplicationsAlibaba · ACM Computing Surveys7 citationsJul 25OmniScope: Modality-Decoupled Token Compression for Omnimodal Large Language ModelsAlibaba · arXiv (Cornell University)Jul 25On the Impossibility of Unbiased and Length-Invariant Policy Optimization with Outcome RewardsAlibaba · arXiv (Cornell University)Jul 25Libra: Taming Attention Workload Skew in Long-Context LLM Training with Bounded Sequence PoolAlibaba · arXiv (Cornell University)Jul 25RadSight: Towards Perceptually Reliable Multimodal Radiology Image UnderstandingAlibaba · arXiv (Cornell University)Jul 24Listen, Do Not Copy: Internalizing Audio-Grounded Scaffold Context for Robust Omni-Model Speech UnderstandingAlibaba · arXiv (Cornell University)Jul 24Are Production Cloud Skills Adequately Tested? Measuring and Governing Skill Test Adequacy in PracticeAlibaba · arXiv (Cornell University)Jul 24Can Generative Recommendation Reach Cold Items? A Temporal Perspective on Semantic-ID GenerationAlibaba · arXiv (Cornell University)Jul 23TF-MossFormer: Integrating Convolution Gated Local-Global Attentions for Enhanced Time-Frequency Domain Monaural Speech SeparationAlibaba · arXiv (Cornell University)Jul 23Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon StatementsAlibaba · arXiv (Cornell University)Jul 22Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language ModelsAlibaba · arXiv (Cornell University)Jul 22Contrastive On-Policy DistillationAlibaba · arXiv (Cornell University)Jul 21