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ORCIDHaiyan Zhao 0003
Person information
- affiliation: New Jersey Institute of Technology, Newark, NJ, USA
Other persons with the same name
- Haiyan Zhao — disambiguation page
- Haiyan Zhao 0001
![[0000-0002-3600-8923]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-3600-8923")
— Peking University, School of Computer Science, Beijing, China (and 1 more) - Haiyan Zhao 0002 — University of Shanghai for Science and Technology, China (and 1 more)
- Haiyan Zhao 0004 — Nanchang Hangkong University, Nanchang, Jiangxi, China
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2020 – today
- 2025
[c4]Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang:
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? COLING 2025: 558-573- [c3]Haiyan Zhao, Heng Zhao, Bo Shen, Ali Payani, Fan Yang, Mengnan Du:
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution. ICLR 2025 - [i13]Dong Shu, Haiyan Zhao, Jingyu Hu, Weiru Liu, Lu Cheng, Mengnan Du:
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability. CoRR abs/2501.01346 (2025) - [i12]Zirui He, Haiyan Zhao, Yiran Qiao, Fan Yang, Ali Payani, Jing Ma, Mengnan Du:
SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models. CoRR abs/2502.11356 (2025) - [i11]Dong Shu, Xuansheng Wu, Haiyan Zhao, Daking Rai, Ziyu Yao, Ninghao Liu, Mengnan Du:
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models. CoRR abs/2503.05613 (2025) - [i10]Dong Shu, Xuansheng Wu, Haiyan Zhao, Mengnan Du, Ninghao Liu:
Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders. CoRR abs/2505.08080 (2025) - [i9]Haiyan Zhao, Xuansheng Wu, Fan Yang, Bo Shen, Ninghao Liu, Mengnan Du:
Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering. CoRR abs/2505.15038 (2025) - 2024
- [j1]Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du:
Explainability for Large Language Models: A Survey. ACM Trans. Intell. Syst. Technol. 15(2): 20:1-20:38 (2024) - [c2]Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du:
The Impact of Reasoning Step Length on Large Language Models. ACL (Findings) 2024: 1830-1842 - [c1]Zirui He, Huiqi Deng, Haiyan Zhao, Ninghao Liu, Mengnan Du:
Mitigating Shortcuts in Language Models with Soft Label Encoding. LREC/COLING 2024: 11341-11348 - [i8]Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du:
The Impact of Reasoning Step Length on Large Language Models. CoRR abs/2401.04925 (2024) - [i7]Haiyan Zhao, Fan Yang, Himabindu Lakkaraju, Mengnan Du:
Opening the Black Box of Large Language Models: Two Views on Holistic Interpretability. CoRR abs/2402.10688 (2024) - [i6]Xuansheng Wu, Haiyan Zhao, Yaochen Zhu, Yucheng Shi, Fan Yang, Tianming Liu, Xiaoming Zhai, Wenlin Yao, Jundong Li, Mengnan Du, Ninghao Liu:
Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era. CoRR abs/2403.08946 (2024) - [i5]Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang:
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? CoRR abs/2404.07066 (2024) - [i4]Daoyang Li, Mingyu Jin, Qingcheng Zeng, Haiyan Zhao, Mengnan Du:
Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis. CoRR abs/2409.14459 (2024) - [i3]Haiyan Zhao, Heng Zhao, Bo Shen, Ali Payani, Fan Yang, Mengnan Du:
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution. CoRR abs/2410.00153 (2024) - 2023
- [i2]Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du:
Explainability for Large Language Models: A Survey. CoRR abs/2309.01029 (2023) - [i1]Zirui He, Huiqi Deng, Haiyan Zhao, Ninghao Liu, Mengnan Du:
Mitigating Shortcuts in Language Models with Soft Label Encoding. CoRR abs/2309.09380 (2023)
Coauthor Index
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