Heng Lian

City University of Hong Kong, CityUHK Shenzhen Research Institute

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

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Junzhuo Gao (1)Ling Peng (1)Xu Guo (1)

Papers (1)

Jun 10, 2026

2w ago·also Beijing Normal University, CityUHK Shenzhen Research Institute, Jiangxi University of Finance and Economics

Renewable Lasso without Batch-Number Constraints: A Gradient-Enhanced Approach

Eliminating batch-number constraints in online estimation could significantly enhance the accuracy and efficiency of high-dimensional model training in streaming data environments.

Junzhuo Gao, Ling Peng, Xu Guo +1

Distributed Systems & Hardware Training Efficiency & Optimization

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Heng Lian

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)