Scholar
Lijun Zhang
Google Scholar ID: DC5FEjoAAAAJ
Nanjing University
Machine Learning
Optimization
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Citations & Impact
All-time
Citations
4,568
H-index
37
i10-index
97
Publications
20
Co-authors
0
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Publications
10 items
Stable Routing for Mixture-of-Experts in Class-Incremental Learning
2026
Cited
0
When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $\ell_1$-norm Lower Bounds
2026
Cited
0
Towards Fully Parameter-Free Stochastic Optimization: Grid Search with Self-Bounding Analysis
2026
Cited
0
Distributed Online Convex Optimization with Compressed Communication: Optimal Regret and Applications
2026
Cited
0
Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization
2026
Cited
0
Building Autonomous GUI Navigation via Agentic-Q Estimation and Step-Wise Policy Optimization
2026
Cited
0
Sign-Based Optimizers Are Effective Under Heavy-Tailed Noise
2026
Cited
0
Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
2026
Cited
5
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Resume (English only)
Academic Achievements
Published multiple top-tier conference papers including NeurIPS, ICML, COLT, etc.
2023: NeurIPS paper 'Stochastic Approximation Approaches to Group Distributionally Robust Optimization'
2021: NeurIPS paper 'Revisiting Smoothed Online Learning'
2019: COLT paper 'Stochastic Approximation of Smooth and Strongly Convex Functions'
2017: COLT paper 'Empirical Risk Minimization for Stochastic Convex Optimization'
2014: ICML paper 'Efficient Algorithms for Robust One-bit Compressive Sensing'
2013: NIPS paper 'Linear Convergence with Condition Number Independent Access of Full Gradients'
2013: COLT paper 'Recovering the Optimal Solution by Dual Random Projection'
2021: NSFC Excellent Young Scientists Fund
2019: Microsoft Research Asia Collaborative Research Grant Award
2018: DAMO Academy Young Fellow
2017: Young Elite Scientist Sponsorship Program by CAST
2016: Young Talent Development Program of the CCF
2012: AAAI-12 Outstanding Paper Award
2011: Chu Kochen Award of Zhejiang University (Highest Honour)
2010: ACM Multimedia Best Paper Award Runner-up
2010: Scholarship Award for Excellent Doctoral Student by Ministry of Education
Co-authors
0 total
Co-authors: 0 (list not available)
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