Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object DetectionAlibaba · neural information processing systems1 citationJan 1, 2025Dynamical Properties of Tokens in Self-Attention and Effects of Positional EncodingMicrosoft · neural information processing systems1 citationJan 1, 2025HouseLayout3D: A Benchmark and Training-free Baseline for 3D Layout Estimation in the WildAlphabet · neural information processing systems1 citationJan 1, 2025Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple TasksMicrosoft · neural information processing systems1 citationJan 1, 2025Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 SamplesMicrosoft · neural information processing systems1 citationJan 1, 2025ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification ModelsNVIDIA · neural information processing systems1 citationJan 1, 2025FaaSTracker: Efficient Cross-Layer Provenance Tracking of Serverless Applications With Multi-Source CorrelationAlibaba · IEEE Transactions on Information Forensics and Security1 citationJan 1, 2025Zero-Shot Context Generalization in Reinforcement Learning from Few Training ContextsAlphabet · neural information processing systems1 citationJan 1, 2025Tight Bounds for Answering Adaptively Chosen Concentrated QueriesAlphabet · neural information processing systems1 citationJan 1, 2025A Set of Generalized Components to Achieve Effective Poison-only Clean-label Backdoor Attacks with Collaborative Sample Selection and TriggersAlphabet · neural information processing systems1 citationJan 1, 2025Robust and Diverse Multi-Agent Learning via Rational Policy GradientGoogle DeepMind · neural information processing systems1 citationJan 1, 2025Private Hyperparameter Tuning with Ex-Post GuaranteeAlphabet · neural information processing systems1 citationJan 1, 2025Multiclass Loss Geometry Matters for Generalization of Gradient Descent in Separable ClassificationAlphabet · neural information processing systems1 citationJan 1, 2025Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and OutcomesTechnology Innovation Institute · Arabic Natural Language Processing Workshop (WANLP)1 citationJan 1, 20253LM: Bridging Arabic, STEM, and Code through BenchmarkingTechnology Innovation Institute · Arabic Natural Language Processing Workshop (WANLP)1 citationJan 1, 2025RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and HyperparametersAlphabet · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025MovieCORE: COgnitive REasoning in MoviesNVIDIA · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025TrInk: Ink Generation with Transformer NetworkMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User RequirementsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language ModelsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-offAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language ModelsNVIDIA · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for RetrievalMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential AnalysisiFlytek · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAGAlphabet · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025