Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy OptimizationAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1WnW: Waxing-and-Waning KV Cache for Long-Form Speech LLMsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Efficient Multiagent Reinforcement Learning With OTOS: Online Tuning From an Offline Self-Organization ModelAlibaba · IEEE Transactions on Neural Networks and Learning SystemsJan 1Mind the Gap: Exposing LLM Translation Blind Spots Using the AlphaMWE Multilingual Parallel CorpusGoogle DeepMind · Conference on Machine Translation (WMT)Jan 1VGI-Bench: Probing Visual Intelligence in Video Generation ModelsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Unwarping the Lens: A Physics-Grounded Approach to Video Glasses RemovalAlphabet · Lecture notes in computer scienceJan 1DP 2 -RAG: An Efficient Full-Process Differential Privacy Implementation in Retrieval-Augmented GenerationMicrosoft · IEEE Transactions on Information Forensics and SecurityJan 1MoE-ViE: Mixture of Experts Vision Encoder for Efficient Image and Video UnderstandingMeta · Lecture notes in computer scienceJan 1AViTS: Adaptive Spatiotemporal Token Selection for Efficient Dynamic-Resolution GenerationAlibaba · Lecture notes in computer scienceJan 1KnowSim: Evaluating Information Calibration in LLM Assistants with User Simulators that LearnMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1LinCa: Accelerating Diffusion Models via Learnable Decomposed Feature CachingAlibaba · Lecture notes in computer scienceJan 1No-Reference Image Quality Assessment via Perception-Guided Distortion Representation RefinementAlibaba · IEEE Signal Processing LettersJan 1Ask, Condition or Abstain: Reinforcement Learning for Missing-Premise ReasoningAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Are You Sure You’re Sure? On the Impact of Instruction Tuning on Confidence and Lexical DiversityCohere · arXivJan 1Beyond Fixed Luminance: Towards Panchromatic and Orthochromatic Image ColorizationMicrosoft · Lecture notes in computer scienceJan 1Auditing Chinese Web-scale Corpora via Sampled BPE Token StatisticsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Can Released LLM Vocabularies Support Token-Level Estimation of Hidden Corpora?Alibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1VERDICT: Training-Free Step-Wise Verification of Multimodal Reasoning via Disagreement-Aware ConsensusMicrosoft · Lecture notes in computer scienceJan 1A Systematic Survey of Agent Skills: Lifecycle, Taxonomy, and SecurityAlphabet · SSRN Electronic JournalJan 1HRDiT: Training-Free High-Resolution Image Generation with Off-the-Shelf Diffusion Transformer ModelsNVIDIA · Lecture notes in computer scienceJan 1GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language ModelsSenseTime · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1CoCo-IR: Contextual Composed Image RetrievalAlphabet · Lecture notes in computer scienceJan 1Reverse Imaging: Any-Sequence Generalization for Cardiac MRI SegmentationMicrosoft · IEEE Transactions on Medical ImagingJan 1Triton for MTIA: Bridging the Programming Model Gaps for Custom AI AcceleratorsMeta · IEEE MicroJan 1Automated Smoke Testing for Multi-ending Game Quests via Large Language ModelsSakana AI · IEEE Transactions on GamesJan 1