Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
BPDec: Unveiling the Potential of Masked Language Modeling Decoder in BERT Model PretrainingAlphabet · Lecture notes in computer science10 citationsJan 1, 2025Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language ModelsTechnology Innovation Institute · Workshop on Trustworthy NLP (TrustNLP)10 citationsJan 1, 2025MoLA: MoE LoRA with Layer-wise Expert AllocationAllen Institute for AI, Alphabet · Findings of the Association for Computational Linguistics: NAACL10 citationsJan 1, 2025Boundary Attention: Learning Curves, Corners, Junctions and GroupingAlphabet · Lecture notes in computer science10 citationsJan 1, 2025Privacy-Preserving Epidemiological Modeling on Mobile GraphsTechnology Innovation Institute · IEEE Transactions on Information Forensics and Security10 citationsJan 1, 2025Imprints: Mitigating Watermark Removal Attacks With Defensive WatermarksiFlytek · IEEE Transactions on Information Forensics and Security10 citationsJan 1, 2025BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised LearningMeta · IEEE Transactions on Multimedia10 citationsJan 1, 2025Efficient top-k spatial-range-constrained approximate nearest neighbor search on geo-tagged high-dimensional vectorsAlibaba · The VLDB Journal10 citationsJan 1, 2025FedDrip: Federated Learning With Diffusion-Generated Synthetic ImageNVIDIA · IEEE Access10 citationsJan 1, 2025PiKE: Adaptive Data Mixing for Large-Scale Multi-Task Learning Under Low Gradient ConflictsAlphabet · neural information processing systems9 citationsJan 1, 2025Composing Global Solutions to Reasoning Tasks via Algebraic Objects in Neural NetsMeta · neural information processing systems9 citationsJan 1, 2025AttentionPredictor: Temporal Patterns Matter for KV Cache CompressionMicrosoft · neural information processing systems9 citationsJan 1, 2025VADB: A Large-Scale Video Aesthetic Database with Professional and Multi-Dimensional AnnotationsAlibaba · neural information processing systems9 citationsJan 1, 2025FFN Fusion: Rethinking Sequential Computation in Large Language ModelsNVIDIA · neural information processing systems9 citationsJan 1, 2025PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver MonitoringMicrosoft · neural information processing systems9 citationsJan 1, 2025Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language ModelsLG AI Research, NVIDIA · neural information processing systems9 citationsJan 1, 2025Watermarking Autoregressive Image GenerationMeta · neural information processing systems9 citationsJan 1, 2025WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-world scenariosAlphabet, Meta, Microsoft · neural information processing systems9 citationsJan 1, 2025Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise DifferentialsMicrosoft · neural information processing systems9 citationsJan 1, 2025ROGR: Relightable 3D Objects using Generative RelightingAlphabet · neural information processing systems9 citationsJan 1, 2025MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data CurationAlphabet · neural information processing systems9 citationsJan 1, 2025From Dormant to Deleted: Tamper-Resistant Unlearning Through Weight-Space RegularizationGoogle DeepMind · neural information processing systems9 citationsJan 1, 2025Circuit-Tracer: A New Library for Finding Feature CircuitsAnthropic · BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP)9 citationsJan 1, 2025START: Self-taught Reasoner with ToolsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)9 citationsJan 1, 2025HypER: Literature-grounded Hypothesis Generation and Distillation with ProvenanceAllen Institute for AI · Conference on Empirical Methods in Natural Language Processing (EMNLP)9 citationsJan 1, 2025