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Author

Irwin King

Recent Advances of Multimodal Continual Learning: A Comprehensive Survey
2026 · Dianzhi Yu, Xinni Zhang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 9
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Towards trustworthy agentic AI: a comprehensive survey of safety, robustness, privacy, and system security
2026 · Jinhu Qi, Muzhi Li, et al. · Academia AI and Applications · 6
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Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning
2026 · Yihong Wu, Liheng Ma, et al. · Adaptive Agents and Multi-Agents Systems · 1
Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning
2026 · Yu, Wenhao, Wei, Shaohang, et al. · arXiv (Cornell University) · 1
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SemaCDR: LLM-Powered Transferable Semantics for Cross-Domain Sequential Recommendation
2026 · Zhang, Chunxu, Huang, Shanqiang, et al. · arXiv (Cornell University) · 1
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3D-MoE: Towards Spatial Intelligence with Mixture-of-Experts for 3D Reasoning and Action Generation
2026 · Yueen Ma, Zenglin Xu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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CORD: Conflict-Aware Optimization for Joint RL and Distillation in Agents
2026 · Yu, Wenhao, Wang, Zhengcheng, et al. · arXiv (Cornell University)
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Why Constrained Updates Still Forget: A Functional-Path Analysis of Continual SFT
2026 · Ma, Qingsen, Wang, Dianyun, et al. · arXiv (Cornell University)
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$M^2Net$: Unifying Scale-Specific Structures and Prototype Decomposition for Spatial-Temporal Forecasting
2026 · Zhou, Chengyang, Zhang, Zijian, et al. · arXiv (Cornell University)
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Parametric Session States Recover Retrieval Intent without Replaying History
2026 · Ma, Qingsen, Wang, Dianyun, et al. · arXiv (Cornell University)
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False Belief Dissemination, Persistence and Mitigation in Multi-Agent Social Networks Through the Lens of the Mandela Effect
2026 · Yu, Dianzhi, Wang, Hongru, et al. · arXiv (Cornell University)
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DecepEval: A Benchmark for Evaluating Deception in LLM Agents
2026 · Xu, Yiming, Yu, Hongyue, et al. · arXiv (Cornell University)
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Spec2Game: Can LLMs Generate Complete Playable Games from Detailed Specifications?
2026 · Cai, Yixue, Zhao, Yuzhe, et al. · arXiv (Cornell University)
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Memory Has Geometry: Non-Uniform Geometric Memory for Long-Horizon Personalized AI
2026 · Liu, Jiahong, Yu, Wenhao, et al. · arXiv (Cornell University)
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PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents
2026 · Li, Kun, Qiu, Zexuan, et al. · arXiv (Cornell University)
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4DGS-WAM: Bridging Past and Future with an Object-Centric World Action Model based on 4D Gaussian Splatting
2026 · Ma, Yueen, Xu, Zenglin, et al. · arXiv (Cornell University)
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StepKV: Step-Aware KV Cache Compression for LLM Agents
2026 · Feng, Boyu, Liu, Jiahong, et al. · arXiv (Cornell University)
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FlatLand: Personalized Graph Federated Learning via Tailored Lorentz Space
2026 · Liu, Jiahong, B, Ram Samarth B, et al. · arXiv (Cornell University)
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SpeechSense: A Paralinguistic-Focused Dataset for Fine-Grained Speech Sentiment Analysis
2026 · Ma, Shicheng, Cui, Wenqian, et al. · arXiv (Cornell University)
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Hyperbolic Multimodal Continual Learning
2026 · Liu, Jiahong, Shen, Ming, et al. · arXiv (Cornell University)
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TREK: A Travel Reasoning and Evaluation Kit for LLM Agents in Complex Trip Planning
2026 · Qi, Jinhu, Zhang, Wentao, et al. · arXiv (Cornell University)
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Think Before You Comfort: Reflective Cognitive Alignment for Protocol-Grounded Elderly Stimulation Agents
2026 · Jiang, Jiyue, Li, Ziyi, et al. · arXiv (Cornell University)
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Geometric Collapse: When Vision Models Fail to Verify Physical Causality
2026 · Zhang, Wentao, Qi, Jinhu, et al. · arXiv (Cornell University)
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From Knowing to Acting: Benchmarking Self-Awareness Capability of LLM Agents
2026 · Li, Yifan, Yue, Shengbin, et al. · arXiv (Cornell University)
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Semi-supervised Instruction Tuning for Large Language Models on Text-Attributed Graphs
2026 · Zixing Song, Irwin King · International World Wide Web Conference (WWW)
Works count: 45
Citation count: 19
H-index: 2
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