Yifan Zhang

According to our database, Yifan Zhang authored at least 23 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2025

Group Representational Position Encoding.

Yifan Zhang, Zixiang Chen, Yifeng Liu, Zhen Qin, Huizhuo Yuan, Kangping Xu, Yang Yuan, Quanquan Gu, Andrew Chi-Chih Yao

CoRR, December, 2025

On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning.

Yifan Zhang, Yifeng Liu, Huizhuo Yuan, Yang Yuan, Quanquan Gu, Andrew C. Yao

CoRR, May, 2025

Cumulative Reasoning with Large Language Models.

Yifan Zhang, Jingqin Yang, Yang Yuan, Andrew C. Yao

Trans. Mach. Learn. Res., 2025

Tensor Product Attention Is All You Need.

Yifan Zhang, Yifeng Liu, Huizhuo Yuan, Zhen Qin, Yang Yuan, Quanquan Gu, Andrew C. Yao

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

Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks.

Rui Hu, Yifan Zhang, Zhuoran Li, Longbo Huang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts.

Yifan Zhang, Yifan Luo, Yang Yuan, Andrew C. Yao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Augmenting Math Word Problems via Iterative Question Composing.

Haoxiong Liu, Yifan Zhang, Yifan Luo, Andrew C. Yao

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

2024

EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series.

Yicheng Pan, Yifan Zhang, Xinrui Jiang, Meng Ma, Ping Wang

ACM Trans. Knowl. Discov. Data, June, 2024

Scaling Image Tokenizers with Grouped Spherical Quantization.

Jiangtao Wang, Zhen Qin, Yifan Zhang, Vincent Tao Hu, Björn Ommer, Rania Briq, Stefan Kesselheim

CoRR, 2024

Training and Evaluating Language Models with Template-based Data Generation.

Yifan Zhang

CoRR, 2024

General Preference Modeling with Preference Representations for Aligning Language Models.

Yifan Zhang, Ge Zhang, Yue Wu, Kangping Xu, Quanquan Gu

CoRR, 2024

On the Diagram of Thought.

Yifan Zhang, Yang Yuan, Andrew Chi-Chih Yao

CoRR, 2024

AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts.

Yifan Zhang, Yifan Luo, Yang Yuan, Andrew Chi-Chih Yao

CoRR, 2024

Matrix Information Theory for Self-Supervised Learning.

Yifan Zhang, Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Information Flow in Self-Supervised Learning.

Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Contrastive Learning is Spectral Clustering on Similarity Graph.

Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Coded Real Number Matrix Multiplication for On-Device Edge Computing.

Zhiquan Tan, Dingli Yuan, Yifan Zhang, Zhongyi Huang

IEEE Signal Process. Lett., 2023

Meta Prompting for AGI Systems.

Yifan Zhang

CoRR, 2023

Kernel-SSL: Kernel KL Divergence for Self-Supervised Learning.

Yifan Zhang, Zhiquan Tan, Jingqin Yang, Yang Yuan

CoRR, 2023

RelationMatch: Matching In-batch Relationships for Semi-supervised Learning.

Yifan Zhang, Jingqin Yang, Zhiquan Tan, Yang Yuan

CoRR, 2023

SEAL: Simultaneous Label Hierarchy Exploration And Learning.

Zhiquan Tan, Zihao Wang, Yifan Zhang

CoRR, 2023

Trade-off Between Efficiency and Consistency for Removal-based Explanations.

Yifan Zhang, Haowei He, Zhiquan Tan, Yang Yuan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Consistent and Truthful Interpretation with Fourier Analysis.

Yifan Zhang, Haowei He, Yang Yuan

CoRR, 2022