Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM AgentsAlibaba · arXiv (Cornell University)Jun 6SSRLive: Live Streaming Recommendation with Dynamic Semantic IDAlibaba · arXiv (Cornell University)Jun 5BiEAR: A Human Auditory-Inspired Adaptive Binaural Front-end for Multi-Speaker Localisation and Distance EstimationAlibaba · arXiv (Cornell University)Jun 5Efficient $(α,β)$-core Computation and On-the-fly Query at Billion Scale with GPUsAlibaba · arXiv (Cornell University)Jun 5QueryAgent-R1: Bridging Query Generation and Product Retrieval for E-Commerce Query RecommendationAlibaba · arXiv (Cornell University)Jun 4Bridging Domain Expertise and Generalization for Performance EstimationAlibaba · arXiv (Cornell University)Jun 4RuleDroid: LLM-Augmented Synthesis of Static Security Detection Rules for Android AppsAlibaba · IEEE Transactions on Software EngineeringJun 4Octopus: An ABR-RAN Closed-Loop Approach Towards High QoE Multi-User 5G VR GamingAlibaba · IEEE International Conference on Sensing, Communication, and Networking (SECON)Jun 3Search-Time Contamination in Deep Research Agents: Measuring Performance Inflation in Public Benchmark EvaluationAlibaba · arXiv (Cornell University)Jun 3Scaling Self-Evolving Agents via Parametric MemoryAlibaba · arXiv (Cornell University)Jun 3DSIRM: Learning Query-Bridged Discrete Semantic Identifiers for E-commerce Relevance ModelingAlibaba · arXiv (Cornell University)Jun 3BreastGPT: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical RoutineAlibaba · arXiv (Cornell University)Jun 3AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement LearningAlibaba · arXiv (Cornell University)Jun 3EntSQL: A Benchmark for Grounding Text-to-SQL in Long-Context Enterprise KnowledgeAlibaba · arXiv (Cornell University)Jun 2EvoTrainer: Co-Evolving LLM Policies and Training Harnesses for Autonomous Agentic Reinforcement LearningAlibaba · arXiv (Cornell University)Jun 2ARBOR: Online Process Rewards via a Reusable Rubric Buffer for Search AgentsAlibaba · arXiv (Cornell University)Jun 2From Training-Free to Adaptive: Empirical Insights into MLLMs’ Understanding of Detection InformationAlibaba · International Journal of Computer Vision6 citationsJun 1SSEC: Semantic Self-Enhanced Classification for Few-Shot Tabular Data via Adversarial ReasoningAlibaba · International Joint Conference on Neural Networks (IJCNN)Jun 1MAS-CP: Multi-Agent Communication Prediction for Distributed Deep Neural Network TrainingAlibaba · International Workshop on Quality of ServiceJun 1SOPSmith: Forging Executable SOPs for LLM-Driven GPU Cluster Network DiagnosisAlibaba · International Workshop on Quality of ServiceJun 1STEP: Adaptive Spatio-Temporal Expert Prefetching for Low-Latency and Memory-Efficient MoE InferenceAlibaba · Proceedings - International Symposium on Computer Architecture/ProceedingsJun 1PipeWeave: Synergizing Analytical and Learning Models for Unified GPU Performance PredictionAlibaba · Proceedings - International Symposium on Computer Architecture/ProceedingsJun 1UniVocal: Unified Speech-Singing Code-Switching SynthesisAlibaba · arXiv (Cornell University)Jun 1Concretely Efficient Correlated Oblivious PermutationAlibaba · ACM Asia Conference on Computer and Communications Security (ASIA CCS)Jun 1Do Multimodal Agents Really Benefit from Tool Use? A Systematic Study of Capability GainsAlibaba · arXiv (Cornell University)Jun 1