Yanna Ding

According to our database, Yanna Ding authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Gradient Flow Matching for Learning Update Dynamics in Neural Network Training.

Xiao Shou, Yanna Ding, Jianxi Gao

CoRR, May, 2025

Less is More: Efficient Weight Farcasting with 1-Layer Neural Network.

Xiao Shou, Debarun Bhattacharjya, Yanna Ding, Chen Zhao, Rui Li, Jianxi Gao

CoRR, May, 2025

Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions.

Yanna Ding, Songtao Lu, Yingdong Lu, Tomasz Nowicki, Jianxi Gao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities.

Songtao Lu, Yanna Ding, Lior Horesh, Jianxi Gao, Malik Magdon-Ismail

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection.

Mingyu Derek Ma, Yanna Ding, Zijie Huang, Jianxi Gao, Yizhou Sun, Wei Wang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation.

Yanna Ding, Zijie Huang, Xiao Shou, Yihang Guo, Yizhou Sun, Jianxi Gao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Predicting Time Series of Networked Dynamical Systems without Knowing Topology.

Yanna Ding, Zijie Huang, Malik Magdon-Ismail, Jianxi Gao

CoRR, 2024

2023

Learning Network Dynamics from Noisy Steady States.

Yanna Ding, Jianxi Gao, Malik Magdon-Ismail

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023