Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Towards Multipath Flow-aware and Resource Efficient Rate Limiter Placement in Programmable DCNsAlibaba · IEEE Transactions on NetworkingJan 1Unified Multi-plane Autoregressive Diffusion for 3D Multi-contrast MRI SynthesisMicrosoft · Lecture notes in computer scienceJan 1Evaluating Reasoning Coherence in Video Generative Models with Text and Visual HintsNVIDIA · Lecture notes in computer scienceJan 1Token-Disentangled Latent Test-Time Scaling for Vision-Language ReasoningAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1TeacherGRPO: Closing the Capacity Gap in Reasoning Distillation via Teacher AlignmentMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1DuraS2ST: Chain-of-Thought and Reinforcement Learning for Duration-Aligned Speech-to-Speech TranslationMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1COPE: Continual Personalization of LLMs under Sparse User Feedback via User Embeddings and Self-EvaluationAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1From Static Personal Values to Contextualized Personalization: Bayesian Personalized Value Alignment for LLMsMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Counterfactual Constraint-Conditioned On-Policy Distillation for Multi-Constraint Instruction FollowingAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1PALM: Protocol-Aware PCIe Link Fault Prediction for Large-Scale GPU ClustersAlibaba · IEEE Transactions on ComputersJan 1Witcher: Training Large Language Models With Heterogeneous Spot GPUs in Data CentersAlibaba · IEEE Transactions on NetworkingJan 1More Robust, More Vulnerable: The Robustness–Security Paradox of Post-Processing WatermarkingAlibaba · IEEE Transactions on Dependable and Secure ComputingJan 1Passthrough Rigidity: The Behavioral and Visuomotor Costs of Mediated PerceptionAlphabet · IEEE Transactions on Visualization and Computer GraphicsJan 1Accurate Traffic Load Properties Verification in Data Center NetworksAlibaba · IEEE Transactions on NetworkingJan 1Accurate Motion Estimation With Bézier Control Point for Efficient Frame InterpolationAlibaba · IEEE Transactions on Image ProcessingJan 1When Does Reasoning Help in Machine Translation? A Hierarchical Analysis of LRM Reasoning TracesGoogle DeepMind · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1ArenaFlow: From Trajectory Ranking to Hierarchical Credit Propagation for Open-Ended Agent RLAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Intent-Driven Generative Query Suggestion with Query-Level Credit AssignmentAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1RAFT: A Stateful Retrieval-Augmented Framework for Troubleshooting AgentsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Steering the Narrative: Breaking Bots by Forging Robust Adversarial CAPTCHAs With Diffusion ModelsAlibaba · IEEE Transactions on Information Forensics and SecurityJan 1How Calibration Content Shapes Attention-Based RerankingGoogle DeepMind · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Lost in Perception: Isolating Perceptual and Reasoning Failures in Multimodal Physics and Geometry ReasoningMicrosoft · BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP)Jan 1GeoMesh: Workload-Balanced and Sign-Compressed Geo-Distributed LLM TrainingMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1LLM-Assisted Database Migration Intelligence for Enterprise PlatformsAlphabet · International Journal of Artificial Intelligence and Machine LearningJan 1The Imitation Game: When LLMs Learn to Reason Like Programs via Code-Centric Reasoning Data SynthesisAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1