EVISKILL: Grounding Skill Evolution in Replayable Evidence
Paper • 2610.05030 • Published • 52
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Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy
EVISKILL: Grounding Skill Evolution in Replayable Evidence
Qing145
authored 11
papers 2 days ago
Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy
Paper • 2610.05162 • Published • 60
Trajectory-Guided Forget-Recover Network for Continual LLM Unlearning
Paper • 2608.03123 • Published
Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence
Paper • 2608.21156 • Published • 65
Zero-Mem: Zero-Token Memory Operations for LLM Agents
Paper • 2607.29377 • Published • 13
MemSyco-Bench: Benchmarking Sycophancy in Agent Memory
Paper • 2607.01071 • Published • 27
Graph-based Agent Memory: Taxonomy, Techniques, and Applications
Paper • 2602.05665 • Published
SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search
Paper • 2605.29796 • Published • 22
LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
Paper • 2604.02954 • Published • 2
Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation
Paper • 2510.12460 • Published
BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search
Paper • 2601.11037 • Published • 17
Qing145
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Qing145
authored 7
papers 11 months ago
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
Paper • 2402.11517 • Published
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
Paper • 2406.08426 • Published • 1
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Paper • 2501.13958 • Published • 1
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
Paper • 2506.08938 • Published • 1
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
Paper • 2506.05690 • Published • 4
Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery
Paper • 2508.08401 • Published • 42
LAG: Logic-Augmented Generation from a Cartesian Perspective
Paper • 2508.05509 • Published