Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
TGPO: Tree-Guided Preference Optimization for Robust Web Agent Reinforcement LearningAlibaba · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21Improving Anomalous Sound Detection with Attribute-Aware Representation from Domain-Adaptive Pre-TrainingiFlytek · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21Elevating Variational Quantum Semidefinite Programs for Polynomial ObjectivesNVIDIA · QuantumApr 21Robust MAE-Driven NAS: From Mask Reconstruction to Architecture InnovationAlibaba · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21Rethinking Popularity Bias in Collaborative Filtering via Analytical Vector DecompositioniFlytek · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)2 citationsApr 20Improved Constructions and Lower Bounds for Maximally Recoverable Grid CodesMicrosoft · IEEE Transactions on Information Theory1 citationApr 20ENCO: Deploying Production-Scale Engineering CopilotsMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationApr 20LMID: 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 20Balanced Anomaly-guided Ego-graph Diffusion Model for Inductive Graph Anomaly DetectionMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20ACT: An Adaptive Combinatorial Testing Framework at ScaleMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20HumanLLM: Towards Personalized Understanding and Simulation of Human NatureMicrosoft · 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 20A Cluster-Based Distributed Memory Architecture for CGRAsAlphabet · Design, Automation, and Test in EuropeApr 20Focus Session: Do Agentic LLMs Change the Paradigm of Hardware Test Generation?NVIDIA · Design, Automation, and Test in EuropeApr 20Compression Space Search: RL-Based Combinational Compression for Neural NetworksMicrosoft · Design, Automation, and Test in EuropeApr 20Exploring Heterogeneity-Aware Optimizations for Resource Efficient Edge RecommendationMeta · Design, Automation, and Test in EuropeApr 20FLARE: Finetuning ReLU With FIRE for Efficient Long-Context InferenceAlphabet · Design, Automation, and Test in EuropeApr 20FLAME: A Framework Exploring Execution Strategies for Multi-Cycle Operations in CGRAAlphabet · Design, Automation, and Test in EuropeApr 20Accuracy Certificates for Convex Optimization at Accelerated Rates via Primal-Dual AveragingAllen Institute for AI · arXiv (Cornell University)Apr 20NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order OptimizationMicrosoft · arXiv (Cornell University)Apr 20HybridGen: Efficient LLM Generative Inference via CPU-GPU Hybrid ComputingNVIDIA · arXiv (Cornell University)Apr 20DocQAC: Adaptive Trie-Guided Decoding for Effective In-Document Query Auto-CompletionMicrosoft · arXiv (Cornell University)Apr 20