{"total":38,"rows":[{"id":"2410.05352","title":"Recent Advances of Multimodal Continual Learning: A Comprehensive Survey","created":"2024-10-07","cited_by_count":39,"area":null},{"id":"2505.08137","title":"Large Language Models for Computer-Aided Design: A Survey","created":"2025-05-13","cited_by_count":18,"area":null},{"id":"2506.13045","title":"Continual Learning for Generative AI: From LLMs to MLLMs and Beyond","created":"2025-06-16","cited_by_count":12,"area":null},{"id":"2505.14679","title":"UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models","created":"2025-05-20","cited_by_count":9,"area":null},{"id":"2412.07393","title":"CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models","created":"2024-12-10","cited_by_count":6,"area":null},{"id":"2503.09956","title":"DeepSeek-Inspired Exploration of RL-based LLMs and Synergy with Wireless Networks: A Survey","created":"2025-03-13","cited_by_count":6,"area":null},{"id":"2506.17442","title":"Keeping Medical AI Healthy and Trustworthy: A Review of Detection and Correction Methods for System Degradation","created":"2025-06-20","cited_by_count":6,"area":null},{"id":"2408.00981","title":"Cross-domain Named Entity Recognition via Graph Matching","created":"2024-08-02","cited_by_count":5,"area":null},{"id":"2508.13878","title":"RICO: Two Realistic Benchmarks and an In-Depth Analysis for Incremental Learning in Object Detection","created":"2025-08-19","cited_by_count":5,"area":null},{"id":"2406.17532","title":"Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study","created":"2024-06-25","cited_by_count":4,"area":null},{"id":"2603.09892","title":"MSSR: Memory-Aware Adaptive Replay for Continual LLM Fine-Tuning","created":"2026-03-10","cited_by_count":4,"area":null},{"id":"2411.11932","title":"Unveiling and Addressing Pseudo Forgetting in Large Language Models","created":"2024-11-18","cited_by_count":3,"area":null},{"id":"2510.13928","title":"LLMs Can Get \"Brain Rot\": A Pilot Study on Twitter/X","created":"2025-10-15","cited_by_count":3,"area":null},{"id":"2603.06073","title":"Lifelong Embodied Navigation Learning","created":"2026-03-06","cited_by_count":3,"area":null},{"id":"2410.05802","title":"Gradual Learning: Optimizing Fine-Tuning with Partially Mastered Knowledge in Large Language Models","created":"2024-10-08","cited_by_count":2,"area":null},{"id":"2504.20356","title":"What Causes Knowledge Loss in Multilingual Language Models?","created":"2025-04-29","cited_by_count":2,"area":null},{"id":"2507.09068","title":"Infinite Video Understanding","created":"2025-07-11","cited_by_count":2,"area":null},{"id":"2509.23893","title":"Dynamic Orthogonal Continual Fine-tuning for Mitigating Catastrophic Forgettings","created":"2025-09-28","cited_by_count":2,"area":null},{"id":"2602.22479","title":"Efficient Continual Learning in Language Models via Thalamically Routed Cortical Columns","created":"2026-02-25","cited_by_count":2,"area":null},{"id":"2603.03524","title":"Test-Time Meta-Adaptation with Self-Synthesis","created":"2026-03-03","cited_by_count":2,"area":null},{"id":"2605.09640","title":"Overcoming Catastrophic Forgetting in Visual Continual Learning with Reinforcement Fine-Tuning","created":"2026-05-10","cited_by_count":2,"area":null},{"id":"2503.17867","title":"Detecting and Mitigating DDoS Attacks with AI: A Survey","created":"2025-03-22","cited_by_count":1,"area":null},{"id":"2508.03259","title":"Exploring Stability-Plasticity Trade-offs for Continual Named Entity Recognition","created":"2025-08-05","cited_by_count":1,"area":null},{"id":"2510.13008","title":"CurLL: A Developmental Framework to Evaluate Continual Learning in Language Models","created":"2025-10-14","cited_by_count":1,"area":null},{"id":"2510.13869","title":"CoLoR-GAN: Continual Few-Shot Learning with Low-Rank Adaptation in Generative Adversarial Networks","created":"2025-10-13","cited_by_count":1,"area":null},{"id":"2512.04753","title":"EtCon: Edit-then-Consolidate for Reliable Knowledge Editing","created":"2025-12-04","cited_by_count":1,"area":null},{"id":"2602.11655","title":"LoRA-based Parameter-Efficient LLMs for Continuous Learning in Edge-based Malware Detection","created":"2026-02-12","cited_by_count":1,"area":null},{"id":"2603.27135","title":"Spectral-Aware Text-to-Time Series Generation with Billion-Scale Multimodal Meteorological Data","created":"2026-03-28","cited_by_count":1,"area":null},{"id":"2607.22676","title":"How LLM Task-Adaptation Reshapes Alignment: A Multi-dimensional Study of Behavioral and Representational Drift","created":"2026-07-10","cited_by_count":1,"area":null},{"id":"2502.00197","title":"Learning Model Successors","created":"2025-01-31","cited_by_count":0,"area":null},{"id":"2507.02103","title":"What Neuroscience Can Teach AI About Learning in Continuously Changing Environments","created":"2025-07-02","cited_by_count":0,"area":null},{"id":"2508.04267","title":"Revisiting Continual Semantic Segmentation with Pre-trained Vision Models","created":"2025-08-06","cited_by_count":0,"area":null},{"id":"2509.16674","title":"FitPro: A Zero-Shot Framework for Interactive Text-based Pedestrian Retrieval in Open World","created":"2025-09-20","cited_by_count":0,"area":null},{"id":"2605.28705","title":"Understanding Generalization and Forgetting in In-Context Continual Learning","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2606.21595","title":"Per-Entity Bias Mapping for AI Visibility: Why Brand Mentions Require Entity-Specific Calibration","created":"2026-06-19","cited_by_count":0,"area":null},{"id":"2609.16800","title":"Smarter by the Moment: Environment-Driven Dynamic Policies for Continual LLM Improvement","created":"2026-09-15","cited_by_count":0,"area":null},{"id":"2609.39365","title":"Ready2Blend: From Natural-Language Instructions to Composable Alignment Prompts","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.11160","title":"LadderEdit: Edit-Level Residual Compression for Memory-Efficient Lifelong Editing of LLMs","created":"2026-10-08","cited_by_count":0,"area":null}],"next_cursor":null}