Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
VStyle: A Benchmark for Voice Style Adaptation with Spoken InstructionsAlibaba · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21CARE: Cognitive-Reasoning Augmented Reinforcement for Emotional Support ConversationAlibaba · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21Direct Simultaneous Translation Activation for Large Audio-Language ModelsAlibaba · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21GUI-ARP: Enhancing Grounding with Adaptive Region Perception for GUI AgentsAlibaba · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21TGPO: Tree-Guided Preference Optimization for Robust Web Agent Reinforcement LearningAlibaba · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21Robust MAE-Driven NAS: From Mask Reconstruction to Architecture InnovationAlibaba · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21LMID: A Comprehensive Multimodal Dataset for Failure Prediction in Cloud Computing SystemsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20SEW: Strengthening Robustness of Black-box DNN Watermarking via Specificity EnhancementAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20VALUE: Value-Aware Large Language Model for Query Rewriting via Weighted Trie in Sponsored SearchAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential RecommendationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20Holistic Data Scheduler for LLM Pre-training via Multi-Objective Reinforcement LearningAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20Modeling Multiple Support Strategies within a Single Turn for Emotional Support ConversationsAlibaba · arXiv (Cornell University)Apr 20Q-Regularized Generative Auto-Bidding: From Suboptimal Trajectories to Optimal PoliciesAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20Macro Graph of Experts for Billion-Scale Multi-Task RecommendationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20Sell It Before You Make It: Revolutionizing E-Commerce with Personalized AI-Generated ItemsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20TimeRFT: Stimulating Generalizable Time Series Forecasting for TSFMs via Reinforcement FinetuningAlibaba · arXiv (Cornell University)Apr 18Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity TranslationAlibaba · arXiv (Cornell University)Apr 18AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph ConstructionAlibaba · arXiv (Cornell University)Apr 18Adaptive Forensic Feature Refinement via Intrinsic Importance PerceptionAlibaba · arXiv (Cornell University)Apr 18Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity TranslationAlibaba · arXiv (Cornell University)Apr 18AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph ConstructionAlibaba · arXiv (Cornell University)Apr 18A Generative Victim Model for SegmentationAlibaba · International Journal of Computer VisionApr 18CoEvolve: Training LLM Agents via Agent-Data Mutual EvolutionAlibaba · arXiv (Cornell University)1 citationApr 17CoEvolve: Training LLM Agents via Agent-Data Mutual EvolutionAlibaba · arXiv (Cornell University)Apr 17Do Vision-Language Models Truly Perform Vision Reasoning? A Rigorous Study of the Modality GapAlibaba · arXiv (Cornell University)Apr 17