Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination DetectionAlibaba · 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, 2025Self-Evolving Pseudo-Rehearsal for Catastrophic Forgetting with Task Similarity in LLMsAlibaba · neural information processing systemsJan 1, 2025VADB: A Large-Scale Video Aesthetic Database with Professional and Multi-Dimensional AnnotationsAlibaba · neural information processing systemsJan 1, 2025Towards the Resistance of Neural Network Fingerprinting to Fine-tuningAlibaba · 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, 2025Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image SynthesisAlibaba · neural information processing systemsJan 1, 2025Semantic-guided Diverse Decoding for Large Language ModelAlibaba · neural information processing systemsJan 1, 2025Yggdrasil: Bridging Dynamic Speculation and Static Runtime for Latency-Optimal Tree-Based LLM DecodingAlibaba · neural information processing systemsJan 1, 2025FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated LearningAlibaba · neural information processing systemsJan 1, 2025Unlocking Multimodal Mathematical Reasoning via Process Reward ModelAlibaba · neural information processing systemsJan 1, 2025LoSplit: Loss-Guided Dynamic Split for Training-Time Defense Against Graph Backdoor AttacksAlibaba · neural information processing systemsJan 1, 2025VividFace: A Robost and High-Fidelity Video Face Swapping FrameworkAlibaba, SenseTime · neural information processing systemsJan 1, 2025Dynamic Masking and Auxiliary Hash Learning for Enhanced Cross-Modal RetrievalAlibaba · neural information processing systemsJan 1, 2025ZeroPatcher: Training-free Sampler for Video Inpainting and EditingAlibaba · neural information processing systemsJan 1, 2025Let the LLM Stick to Its Strengths: Learning to Route Economical LLMAlibaba · neural information processing systemsJan 1, 2025Relieving the Over-Aggregating Effect in Graph TransformersAlibaba · neural information processing systemsJan 1, 2025UniEdit: A Unified Knowledge Editing Benchmark for Large Language ModelsAlibaba · neural information processing systemsJan 1, 2025CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object DetectionAlibaba · neural information processing systemsJan 1, 2025KORGym: A Dynamic Game Platform for LLM Reasoning EvaluationAlibaba · neural information processing systemsJan 1, 2025WritingBench: A Comprehensive Benchmark for Generative WritingAlibaba · neural information processing systemsJan 1, 2025Scaling Language-centric Omnimodal Representation LearningAlibaba · neural information processing systemsJan 1, 2025FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video DiffusionAlibaba · neural information processing systemsJan 1, 2025Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMsAlibaba · neural information processing systemsJan 1, 2025