Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Enhancing Graph Classification Robustness with Singular PoolingMicrosoft · neural information processing systemsJan 1, 2025LogicTree: Improving Complex Reasoning of LLMs via Instantiated Multi-step Synthetic Logical DataMicrosoft · neural information processing systemsJan 1, 2025FlowPrune: Accelerating Attention Flow Calculation by Pruning Flow NetworkMicrosoft · neural information processing systemsJan 1, 2025Predictive Coding Enhances Meta-RL To Achieve Interpretable Bayes-Optimal Belief Representation Under Partial ObservabilityGoogle DeepMind · neural information processing systemsJan 1, 2025Dual-Res Tandem Mamba-3D: Bilateral Breast Lesion Detection and Classification on Non-contrast Chest CTAlibaba · neural information processing systemsJan 1, 2025LOMIA: Label-Only Membership Inference Attacks against Pre-trained Large Vision-Language ModelsMeta · neural information processing systemsJan 1, 2025Selective Learning for Deep Time Series ForecastingAlphabet · neural information processing systemsJan 1, 2025Private Set Union with Multiple ContributionsAlphabet · neural information processing systemsJan 1, 2025Dual-Space Semantic Synergy Distillation for Continual Learning of Unlabeled StreamsMicrosoft · neural information processing systemsJan 1, 2025Rethinking the Role of Verbatim Memorization in LLM PrivacyMeta · neural information processing systemsJan 1, 2025Hierachical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLMSenseTime · neural information processing systemsJan 1, 2025SMARTraj$^2$: A Stable Multi-City Adaptive Method for Multi-View Spatio-Temporal Trajectory Representation LearningAlphabet · neural information processing systemsJan 1, 2025Chain-of-Model Learning for Language ModelMicrosoft · neural information processing systemsJan 1, 2025Offline Actor-Critic for Average Reward MDPsMeta · neural information processing systemsJan 1, 2025Is Your Diffusion Model Actually Denoising?OpenAI · neural information processing systemsJan 1, 2025ArchPower: Dataset for Architecture-Level Power Modeling of Modern CPU DesignAlphabet · neural information processing systemsJan 1, 2025Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge DistillationMicrosoft · neural information processing systemsJan 1, 2025Sequentially Auditing Differential PrivacyAlphabet · neural information processing systemsJan 1, 2025Self-Evolving Pseudo-Rehearsal for Catastrophic Forgetting with Task Similarity in LLMsAlibaba · neural information processing systemsJan 1, 2025Towards the Resistance of Neural Network Fingerprinting to Fine-tuningAlibaba · neural information processing systemsJan 1, 2025GSPN-2: Efficient Parallel Sequence ModelingNVIDIA · neural information processing systemsJan 1, 2025Skrull: Towards Efficient Long Context Fine-tuning through Dynamic Data SchedulingAlibaba · neural information processing systemsJan 1, 2025Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human FeedbackAlibaba · neural information processing systemsJan 1, 2025FACT: Mitigating Inconsistent Hallucinations in LLMs via Fact-Driven Alternating Code-Text TrainingiFlytek · neural information processing systemsJan 1, 2025Curious Causality-Seeking Agents in Open-ended WorldsGoogle DeepMind · neural information processing systemsJan 1, 2025