LL
Long T. Le
cs.LGcs.AIcs.CLcs.DCcs.CRcs.SECOVID-19ensemble forecastforecastingmodel evaluation
On Valency
published · living versionsW_cf2dagf8·v1 · currentpublished
Object-Oriented Harness: Evolving Agent Harnesses through Object-Oriented Design
with Gaotang Li, Bhavana Dalvi Mishra, Yifei Ming, Yanfei Chen +7
1 version
Preprints & journals
19 papers in the corpus · 2020–2026Object-Oriented Harness: Evolving Agent Harnesses through Object-Oriented Design2610.28380v1 · Gaotang Li, Bhavana Dalvi Mishra, Yifei Ming et al.2026 · 0 citationsarXivon Valency
Harmony Harness: Multi-Objective Self-Evolution of Agent Harnesses2610.15150v1 · Weichen Yu, Lesly Miculicich, Bhavana Dalvi Mishra et al.2026 · 0 citationsarXiv
VEPA: Verified Evolving Formal Policy for Lifelong LLM Agent Guardrails2610.12813v1 · Duy Nguyen, Lesly Miculicich, Bhavana Dalvi Mishra et al.2026 · 0 citationsarXiv
GoodSpeed: Optimizing Fair Goodput with Adaptive Speculative Decoding in Distributed Edge Inference2512.09963v2 · Phuong Tran, Tzu-Hao Liu, Long Tan Le et al.2025 · 0 citationsarXiv
VeriGuard: Enhancing LLM Agent Safety via Verified Code Generation2510.05156v1 · Lesly Miculicich, Mihir Parmar, Hamid Palangi et al.2025 · 2 citationsarXiv
Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection2503.11255v1 · Long Tan Le, Tung-Anh Nguyen, Han Shu et al.2025 · 1 citationarXiv
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation2503.07826v1 · Fan Yin, Zifeng Wang, I-Hung Hsu et al.2025 · 2 citationsarXiv
Reverse Thinking Makes LLMs Stronger Reasoners2411.19865v2 · Justin Chih-Yao Chen, Zifeng Wang, Hamid Palangi et al.2024 · 4 citationsarXiv
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling2410.11325v3 · Wenda Xu, Rujun Han, Zifeng Wang et al.2024 · 2 citationsarXiv
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting2407.08223v2 · Zilong Wang, Zifeng Wang, Long Le et al.2024 · 9 citationsarXiv
Federated PCA on Grassmann Manifold for IoT Anomaly Detection2407.07421v1 · Tung-Anh Nguyen, Long Tan Le, Tuan Dung Nguyen et al.2024 · 38 citationsIEEE/ACM Transactions on Networking On page(s): 1-16 Print ISSN: 1063-6692 Online ISSN: 1558-2566 Digital Object Identifier: 10.1109/TNET.2024.3423780
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization2406.16008v2 · Cheng-Yu Hsieh, Yung-Sung Chuang, Chun-Liang Li et al.2024 · 30 citationsarXiv
REPO: mplicit Reward Pairwise Difference based Empirical Preference Optimization2405.15230v2 · Long Tan Le, Han Shu, Tung-Anh Nguyen et al.2024 · 0 citationsarXiv
Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization2309.15659v2 · Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen et al.2023 · 1 citationarXiv
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks2212.12121v2 · Tung-Anh Nguyen, Jiayu He, Long Tan Le et al.2022 · 20 citationsarXiv
On the Generalization of Wasserstein Robust Federated Learning2206.01432v1 · Tung-Anh Nguyen, Tuan Dung Nguyen, Long Tan Le et al.2022 · 1 citationarXiv
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States.35394862 · Cramer, Estee Y, Ray, Evan L, Lopez, Velma K et al.2022 · 309 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(15):e2113561119
A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan.34625656 · Arık, Sercan Ö, Shor, Joel, Sinha, Rajarishi et al.2024 · 37 citationsNPJ digital medicine. 2021;4(1):146
Interpretable Sequence Learning for COVID-19 Forecasting2008.00646v2 · Sercan O. Arik, Chun-Liang Li, Jinsung Yoon et al.2020 · 63 citationsarXiv
Career total: 33 works. 19 are in this corpus.
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