Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Active headrest combined with a depth camera-based ear-positioning systemHorizon Robotics · The Journal of the Acoustical Society of America12 citationsJan 1, 2025Bayesian Concept Bottleneck Models with LLM PriorsMicrosoft · neural information processing systems12 citationsJan 1, 2025Benign Overfitting in Single-Head AttentionAlphabet · neural information processing systems12 citationsJan 1, 2025Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language ModelsNVIDIA · neural information processing systems11 citationsJan 1, 2025Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report GenerationNVIDIA · neural information processing systems11 citationsJan 1, 2025Wan-Move: Motion-controllable Video Generation via Latent Trajectory GuidanceAlibaba · neural information processing systems11 citationsJan 1, 2025Planning without Search: Refining Frontier LLMs with Offline Goal-Conditioned RLGoogle DeepMind · neural information processing systems11 citationsJan 1, 2025ReliabilityRAG: Effective and Provably Robust Defense for RAG-based Web-SearchGoogle DeepMind, NVIDIA · neural information processing systems11 citationsJan 1, 2025Dimension-adapted Momentum Outscales SGDAlphabet · neural information processing systems11 citationsJan 1, 2025H3D-DGS: Exploring Heterogeneous 3D Motion Representation for Deformable 3D Gaussian SplattingAlibaba · neural information processing systems11 citationsJan 1, 2025Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry ChallengesSenseTime · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)11 citationsJan 1, 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive GenerationAlibaba, NVIDIA · neural information processing systems11 citationsJan 1, 2025Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMsAlibaba · neural information processing systems11 citationsJan 1, 2025Conformal Linguistic Calibration: Trading-off between Factuality and SpecificityMicrosoft · neural information processing systems11 citationsJan 1, 2025MiCo: Multi-image Contrast for Reinforcement Visual ReasoningAlibaba · neural information processing systems11 citationsJan 1, 2025Open Technical Problems in Open-Weight AI Model Risk ManagementGoogle DeepMind, Hugging Face · SSRN Electronic Journal11 citationsJan 1, 2025Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language TranslationAlphabet · neural information processing systems11 citationsJan 1, 2025Praxis-VLM: Vision-Grounded Decision Making via Text-Driven Reinforcement LearningAlibaba · neural information processing systems11 citationsJan 1, 2025CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow MatchingMicrosoft · neural information processing systems11 citationsJan 1, 2025CReFT-CAD: Boosting Orthographic Projection Reasoning for CAD via Reinforcement Fine-TuningMicrosoft · neural information processing systems11 citationsJan 1, 2025Logic.py: Bridging the Gap between LLMs and Constraint SolversMeta · neural information processing systems11 citationsJan 1, 2025Disentangling Language and Culture for Evaluating Multilingual Large Language ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting11 citationsJan 1, 2025TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language ModelsMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting11 citationsJan 1, 2025Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-ExpertsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)11 citationsJan 1, 2025SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning TypesiFlytek · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)11 citationsJan 1, 2025