YL
Yiqin Lv
cs.LGcs.AIstat.MLagentartificial intelligencecs.DLcs.ITcs.SCfoundation modelsintelligent decision-making
On Valency
published · living versionsW_4z2ggxnu·v1 · currentpublished
Does Scaling Toward AGI Depend on What System-1 Lets System-2 Execute?
with Qi Wang, Yun Qu, Lizhou Cai, Heming Zou +8
1 version
Preprints & journals
16 papers in the corpus · 2021–2026You Only Edit Once: Incentivizing In-Context Capability of LLMs via Local Demonstration Refinement2609.33609v2 · Jiarong Wen, Qi Wang, Yun Qu et al.2026 · 0 citationsarXiv
PERO: Efficient Robust Post-Training Foundation Models for Encrypted Traffic Classification2608.15504v1 · Wumei Du, Jiarong Wen, Kaiyu Zhang et al.2026 · 0 citationsarXiv
Tail Task Risk Minimization in Meta-Learning From Theoretical Advances to Practical Strategies.41697805 · Lv, Yiqin, Liang, Dong, Du, Wumei et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7590-7606
Model predictive task sampling for efficient and robust adaptation.42265083 · Wang, Qi Cheems, Xiao, Zehao, Mao, Yixiu et al.2026 · 4 citationsNature communications. 2026;17(1)
Information-Theoretic Limits of Node Localization under Hybrid Graph Positional Encodings2603.25030v1 · Zimo Yan, Zheng Xie, Chang Liu et al.2026 · 0 citationsarXiv
VAO: Validation-Aligned Optimization for Cross-Task Generative Auto-Bidding2510.07760v3 · Yiqin Lv, Zhiyu Mou, Miao Xu et al.2025 · 0 citationsarXiv
Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search2509.15927v5 · Zhiyu Mou, Yiqin Lv, Miao Xu et al.2025 · 0 citationsarXiv
Foundation models and intelligent decision-making: Progress, challenges, and perspectives.40528892 · Huang, Jincai, Xu, Yongjun, Wang, Qi et al.2026 · 60 citationsInnovation (Cambridge (Mass.)). 2025;6(6):100948
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments2504.19139v3 · Yun Qu, Qi Cheems Wang, Yixiu Mao et al.2025 · 0 citationsarXiv
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning2410.22788v1 · Yiqin Lv, Qi Wang, Dong Liang et al.2024 · 3 citationsarXiv
Group & Reweight: A Novel Cost-Sensitive Approach to Mitigating Class Imbalance in Network Traffic Classification2409.19214v6 · Wumei Du, Dong Liang, Yiqin Lv et al.2024 · 2 citationsarXiv
Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation2407.19523v4 · Cheems Wang, Yiqin Lv, Yixiu Mao et al.2024 · 3 citationsarXiv
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm2310.00708v1 · Qi Wang, Yiqin Lv, Yanghe Feng et al.2023 · 2 citationsarXiv
Large-scale generative simulation artificial intelligence: The next hotspot.37915361 · Wang, Qi, Feng, Yanghe, Huang, Jincai et al.2023 · 12 citationsInnovation (Cambridge (Mass.)). 2023;4(6):100516
Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI2308.02561v1 · Qi Wang, Yanghe Feng, Jincai Huang et al.2023 · 0 citationsarXiv
Predicting publication productivity for authors: Shallow or deep architecture?2104.14114v1 · Wumei Du, Zheng Xie, Yiqin Lv2021 · 2 citationsarXiv
Career total: 19 works. 16 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.