Jiaqi Leng

5 papers · 2022–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (12) 🌈 Renaissance Researcher (5)

Venues

AAAI (2) NeurIPS (2) ICML (1)

Top co-authors

Xiaodi Wu (2) Yi-Ling Qiao (2) Zuxuan Wu (2) Zhen Xing (1) Ming Lin (1) Yakun Ju (1) Haoran Chen (1) Sicheng Xie (1) Gengzhi Yang (1) Hao Fan (1)

Research topics

Machine Learning (5) Optimization & Theory (4) Deep Learning (3) Mathematics & Optimization (3) Optimization (3) Computer Vision (2) Interdisciplinary (2) Science (2) Artificial Intelligence (1) Reinforcement Learning (1) Analysis (1) Architectures (1) Core AI (1) Generation (1) Learning Types (1)

Keywords

differentiable programming (2) gradient estimation (2) video prediction (1) knowledge distillation (1) 3d vision (1) quantum computing (1) robot learning (1) surface reconstruction (1) optimal control (1) photometric stereo (1) numerical integration (1) variational quantum algorithm (1) linear quadratic control (1) fourier neural operator (1) hamiltonian dynamics (1) human demonstration (1) accelerated gradient method (1) quantum optimization (1) gradient field (1) action decoding (1)

Papers

Human2Robot: Learning Robot Actions from Paired Human-Robot Videos AAAI 2026 FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-from-gradients AAAI 2025 Quantum Optimization via Gradient-Based Hamiltonian Descent ICML 2025 Differentiable Quantum Computing for Large-scale Linear Control NeurIPS 2024 Differentiable Analog Quantum Computing for Optimization and Control NeurIPS 2022