cold start

Rethinking Process Snapshots for Near-Warm Serverless Cold Starts OSDI 2026 Surviving the Impossible Trinity: Revisiting CPU Scheduling Problem on Modern COTS Mobile Devices (Operational Systems) OSDI 2026 Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios ACL 2026 AdaptThink: Reasoning Models Can Learn When to Think EMNLP 2025 BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale AAAI 2025 Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025 Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning ACL 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ACL 2025 Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NeurIPS 2024 Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning ICLR 2024 Cluster & Tune: Boost Cold Start Performance in Text Classification ACL 2022 Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods ICLR 2022 Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022 Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022 ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs OSDI 2022 PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity ACL 2021 Item-based Collaborative Filtering with BERT ACL 2020 Merging Weak and Active Supervision for Semantic Parsing AAAI 2020 Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019 Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems AAAI 2019 Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model NeurIPS 2019 Novel Collaborative Filtering Recommender Friendly to Privacy Protection IJCAI 2019 Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation IJCAI 2018 DropoutNet: Addressing Cold Start in Recommender Systems NeurIPS 2017