Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement LearningAlibaba · arXiv (Cornell University)Jul 12Opti-Agent-Bench: Benchmarking End-to-End Optimization R&D Agents on Real-World Business ProblemsAlibaba · arXiv (Cornell University)Jul 12Diagnosing and Mitigating Thinking Collapse in On-Policy Self-DistillationAlibaba · arXiv (Cornell University)Jul 12From Self-Attention to Connection Laplacian: A Unified Operator View of TransformersAlibaba · arXiv (Cornell University)Jul 12FORCE-Bench: A Benchmark, Dataset, and Evaluation Harness for Agentic AI in Enterprise FinanceMicrosoft · arXiv (Cornell University)Jul 11CoFi-Lite: Pushing the Limits of Ultra-Lightweight Speech EnhancementHorizon Robotics · arXiv (Cornell University)Jul 11Learning behavior accounts for background-related advantage in AI-assisted educationMicrosoft · arXiv (Cornell University)Jul 11CoFi-Lite: Pushing the Limits of Ultra-Lightweight Speech EnhancementHorizon Robotics · arXiv (Cornell University)Jul 11Breaking the Quality--Intelligibility Trade-off in Streaming Target Speaker Extraction via Deep-Feature-Anchored Preference OptimizationSenseTime · arXiv (Cornell University)Jul 11Fast and accurate AI-based pre-decoders for color codesNVIDIA · arXiv (Cornell University)Jul 11Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and JudgingSenseTime · arXiv (Cornell University)Jul 11GLANCED-IO: Taming I/O Optimization for Deep Learning at ScaleAllen Institute for AI · ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC)Jul 11STAR: Decode-Phase Rescheduling for LLM InferenceAlibaba · ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC)Jul 11Auto-ARGUE: LLM-Based Report Generation EvaluationAlphabet · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)2 citationsJul 10Verifiable Reasoning for LLM-based Generative RecommendationMeta · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)1 citationJul 10Uniboost: Global Coordination with Value Alignment for Fair and Efficient Traffic AllocationAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)1 citationJul 10Digital Red Queen: Adversarial Program Evolution in Core War with LLMsSakana AI · Genetic and Evolutionary Computation Conference (GECCO)1 citationJul 10A Dynamic Advertising Ranking Model Based on Multi-Granularity Temporal Attention Sequence ModelingMeta · International Conference on Image Processing, Machine Learning and Pattern Recognition (IPMLPR)Jul 10AppWorld-UL: Benchmarking Diverse Agent-User Interactions for Tool-UseAllen Institute for AI · arXiv (Cornell University)Jul 10Evaluating AI Models' Capability to Automate Voice Phishing AttacksMeta · arXiv (Cornell University)Jul 10FlashTrie: A GPU-Accelerated Constrained Beam Search for Generative RetrievalMicrosoft, NVIDIA · arXiv (Cornell University)Jul 10WildTrace: Benchmarking Natural Evidence Trails in Long-Context ReasoningAlibaba · arXiv (Cornell University)Jul 10Secret Scanner Agent: Extracting Secrets and Access Context from Unstructured DocumentsMicrosoft · arXiv (Cornell University)Jul 10Wan-Dancer: A Hierarchical Framework for Minute-scale Coherent Music-to-Dance GenerationAlibaba · arXiv (Cornell University)Jul 10Cross-Stage Signal Propagation for Negative Filtering in Multi-Stage Ad DeliveryMeta · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10