Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Can Diffusion Models Disentangle? A Theoretical PerspectivexAI · neural information processing systems2 citationsJan 1, 2025Open-World Drone Active Tracking with Goal-Centered RewardsAlibaba · neural information processing systems2 citationsJan 1, 2025Jet-Nemotron: Efficient Language Model with Post Neural Architecture SearchNVIDIA · neural information processing systems2 citationsJan 1, 2025UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible FeedbackAlibaba · neural information processing systems2 citationsJan 1, 2025Generate but Verify: Answering with Faithfulness in RAG-based Question AnsweringTechnology Innovation Institute · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)2 citationsJan 1, 2025Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language ModelsMeta · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)2 citationsJan 1, 2025FOCUS: Unified Vision-Language Modeling for Interactive Editing Driven by Referential SegmentationMicrosoft · neural information processing systems2 citationsJan 1, 2025On the Hardness of Conditional Independence Testing In PracticeAlphabet, Google DeepMind, Microsoft · neural information processing systems2 citationsJan 1, 2025RAT: Bridging RNN Efficiency and Attention Accuracy via Chunk-based Sequence ModelingGoogle DeepMind · neural information processing systems2 citationsJan 1, 2025Learning Neural Exposure Fields for View SynthesisAlphabet · neural information processing systems2 citationsJan 1, 2025What Really is a Member? Discrediting Membership Inference via PoisoningGoogle DeepMind · neural information processing systems2 citationsJan 1, 2025Prompted Policy Search: Reinforcement Learning through Linguistic and Numerical Reasoning in LLMsGoogle DeepMind · neural information processing systems2 citationsJan 1, 2025Generalizable Reasoning through Compositional Energy MinimizationGoogle DeepMind · neural information processing systems2 citationsJan 1, 2025Native Segmentation Vision TransformersNVIDIA · neural information processing systems2 citationsJan 1, 2025Regularized least squares learning with heavy-tailed noise is minimax optimalGoogle DeepMind · neural information processing systems2 citationsJan 1, 2025TokenSqueeze: Performance-Preserving Compression for Reasoning LLMsAlibaba · neural information processing systems2 citationsJan 1, 2025Text-Queried Audio Source Separation via Hierarchical ModelingMicrosoft · IEEE Transactions on Audio Speech and Language Processing2 citationsJan 1, 2025GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation ScalingNVIDIA · neural information processing systems2 citationsJan 1, 2025Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency SamplingSenseTime · neural information processing systems2 citationsJan 1, 2025EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language ModelsAlibaba · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP)2 citationsJan 1, 2025LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language ModelsUpstage · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025Improving Informally Romanized Language IdentificationAlphabet · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025CodeArena: Evaluating and Aligning CodeLLMs on Human PreferenceAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based OptimizationUpstage · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based InferenceAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025