Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Evolving Agents in the Dark: Retrospective Harness Optimization via Self-PreferenceMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Humans’ ALMANAC: A Human Collaboration Dataset of Action-Level Mental Model ANnotations for Agent CollaborationMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon AgentsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Streaming Communication in Multi-Agent ReasoningAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1BreastGPT: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical RoutineAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1POLARIS: Guiding Small Models to Write Long StoriesAlphabet, Google DeepMind · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language ModelsAllen Institute for AI, Microsoft, OpenAI · Lecture notes in computer scienceJan 1Beyond Visual Memory: Mechanistic Diagnostics of Latent Visual ReasoningAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1TVIR: Building Deep Research Agents Towards Text-Visual Interleaved Report GenerationAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1RCEM: Robust Conversational Search EMbedder in Distributional ShiftMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Reconfiguration-Aware Direct-Connect AI Cluster using Spatial-and-Wavelength-Selective SwitchingNVIDIA · Optical Fiber Communication ConferenceJan 1DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMsMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Technology for AI Interconnect Scale-Up SolutionsMeta · Optical Fiber Communication ConferenceJan 1First Field-Operational GraphRAG Agent for Information Query in Large-Scale Hierarchical Optical NetworksAlibaba · Optical Fiber Communication ConferenceJan 1PCIe-over-Optics with OSFP DR8 LPO and an Optical Circuit Switching Fabric for Composable CPU-GPU Resource PoolingAlibaba · Optical Fiber Communication ConferenceJan 1Sound Event Detection With Boundary-Aware Optimization and InferenceMeta · IEEE Signal Processing LettersJan 1FBHM: Functional Benchmarking and Steering of VLMs for Hateful Meme DetectionMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Horizon MemoryMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1COMPASS: Cognitive MCTS-Guided Process Alignment for Safe Search AgentsAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Deep CLAS: deep contextual listen, attend, and spelliFlytek · JUSTCJan 1Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified ModelsAlibaba · Lecture notes in computer scienceJan 1Defrag: Reducing Resource Fragmentation in Large-Scale Heterogeneous GPU ClustersAlibaba · IEEE Transactions on NetworkingJan 1大規模言語モデルの現在地 ――世界の潮流と日本の動向――Google DeepMind · Denshi Jouhou Tsuushin Gakkai Tsuushin Sosaieti magajin/B-plus/Denshi Jouhou Tsuushin Gakkai Tsuushin Sosaeti magajinJan 1Why Far Looks Up: Probing Spatial Representation in Vision-Language ModelsNVIDIA · Lecture notes in computer scienceJan 1Adopt ≠ Adapt: Longitudinal Analyses of LLM Conversations in the WildMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1