Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
From Pixels to Words -- Towards Native One-Vision Models at ScaleSenseTime · arXiv (Cornell University)May 27Multi-Mixer Models: Flexible Sequence Modeling with Shared RepresentationsAlphabet · arXiv (Cornell University)May 27ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support ConversationsAlibaba · arXiv (Cornell University)May 27MACReD: A Multi-Agent Collaborative Reasoning Framework for Reaction Diagram ParsingiFlytek · arXiv (Cornell University)May 27SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation LocalizationAlibaba · arXiv (Cornell University)May 27Soft-SVeRL: Self-Verified Reinforcement Learning with Soft RewardsCohere · arXiv (Cornell University)May 27Rethinking Memory as Continuously Evolving ConnectivityAlibaba · arXiv (Cornell University)May 27How Far Can Disaggregation Go? A Design-Space Exploration of Attention-FFN Disaggregation for Efficient MoE LLM ServingAlphabet, Google DeepMind · arXiv (Cornell University)May 27DeltaMCP: Incremental Regeneration via Spec-Aware Transformation for MCP serversMicrosoft · arXiv (Cornell University)May 27Principled Algorithms for Optimizing Generalized Metrics in Multi-Label LearningAlphabet · arXiv (Cornell University)May 27Knowing When to Ask: Segment-Level Credit Assignment for LLM Tool UseMicrosoft · arXiv (Cornell University)May 27Algorithmic Compression via Pretrained Neural NetworksGoogle DeepMind · EntropyMay 27Collaborative Service of On-Device Unimodal Model and Cloud-Based Multimodal Model for Mobile Livestreaming Content UnderstandingAlibaba · IEEE Transactions on Services ComputingMay 27Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM EraMicrosoft · ACM Transactions on Knowledge Discovery from Data23 citationsMay 26Recommendation with generative modelsAlphabet · Foundations and Trends® in Information Retrieval10 citationsMay 26CoddSpeed: Hardware Accelerated Query Processing in Microsoft FabricMicrosoft · ACM SIGMOD International Conference on Management of Data (SIGMOD)3 citationsMay 26Agentic Program Repair From Test Failures at Scale: A Neuro-Symbolic Approach With Static Analysis and Test Execution FeedbackMeta · IEEE Transactions on Software Engineering3 citationsMay 26Enzyme: Incremental View Maintenance for Data EngineeringAlphabet, Databricks · ACM SIGMOD International Conference on Management of Data (SIGMOD)1 citationMay 26GrowLoop: Self-Evolving Conversation Evaluation Seeded by HumanAlibaba · arXiv (Cornell University)May 26Uniboost: Global Coordination with Value Alignment for Fair and Efficient Traffic AllocationAlibaba · arXiv (Cornell University)May 26InterSketch: An Interleaved Reasoning Model with Self-correcting Visual Sketch and Stepwise RewardSenseTime · arXiv (Cornell University)May 26Natural Language Query to Configuration for Retrieval AgentsMicrosoft · arXiv (Cornell University)May 26Uniboost: Global Coordination with Value Alignment for Fair and Efficient Traffic AllocationAlibaba · arXiv (Cornell University)May 26PilotTTS: A Disciplined Modular Recipe for Competitive Speech SynthesisAlibaba · arXiv (Cornell University)May 26Jailbreak susceptibility prediction and mitigation via the behavioral geometry of modelsMicrosoft · arXiv (Cornell University)May 26