Zeping Yu

25 papers A* 7B 1C 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models.
CoRR
Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong
2025 A* conf
Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models.
EMNLP
Zeping Yu, Yonatan Belinkov, Sophia Ananiadou
2025 J jnl
Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models.
CoRR
Zeping Yu, Yonatan Belinkov, Sophia Ananiadou
2025 — conf
Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs.
EMNLP (Findings)
Zeping Yu, Sophia Ananiadou
2025 J jnl
Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs.
CoRR
Zeping Yu, Sophia Ananiadou
2025 J jnl
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing.
CoRR
Zeping Yu, Sophia Ananiadou
2024 J jnl
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis.
CoRR
Zhiwei Liu, Kailai Yang, Tianlin Zhang, Qianqian Xie, Zeping Yu, Sophia Ananiadou
2024 J jnl
Emotion detection for misinformation: A review.
Inf. Fusion
Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou
2024 A* conf
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning.
EMNLP
Zeping Yu, Sophia Ananiadou
2024 J jnl
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning.
CoRR
Zeping Yu, Sophia Ananiadou
2024 A* conf
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis.
EMNLP
Zeping Yu, Sophia Ananiadou
2024 J jnl
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis.
CoRR
Zeping Yu, Sophia Ananiadou
2024 A* conf
Neuron-Level Knowledge Attribution in Large Language Models.
EMNLP
Zeping Yu, Sophia Ananiadou
2024 — conf
Sign Language Vocabulary Recognition Only with Tactile Sensing Glove.
MCSoC
Motoki Kagami, Zeping Yu, Sim Teck Ceng, Lei Jing
2024 J jnl
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering.
CoRR
Zeping Yu, Sophia Ananiadou
2023 J jnl
Emotion Detection for Misinformation: A Review.
CoRR
Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou
2023 J jnl
Exploring the Residual Stream of Transformers.
CoRR
Zeping Yu, Kailai Yang, Zhiwei Liu, Sophia Ananiadou
2020 A* conf
CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching.
NeurIPS
Zeping Yu, Wenxin Zheng, Jiaqi Wang, Qiyi Tang, Sen Nie, Shi Wu
2020 A* conf
Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection.
AAAI
Zeping Yu, Rui Cao, Qiyi Tang, Sen Nie, Junzhou Huang, Shi Wu
2019 A* conf
Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation.
IJCAI
Zeping Yu, Jianxun Lian, Ahmad Mahmoody, Gongshen Liu, Xing Xie
2019 J jnl
Dissect Sliced-RNN in Multi-Attention view.
Aust. J. Intell. Inf. Process. Syst.
Zeping Yu, Linqing Shi, Gongshen Liu
2019 J jnl
Extensive Pyramid Networks for Text Classification.
Aust. J. Intell. Inf. Process. Syst.
Linqing Shi, Zeping Yu, Gongshen Liu
2018 B conf
Sliced Recurrent Neural Networks.
COLING
Zeping Yu, Gongshen Liu
2018 J jnl
Sliced Recurrent Neural Networks.
CoRR
Zeping Yu, Gongshen Liu
2016 C conf
Modeling DC circuit breaker in MTDC for wind farms based on delay slope method.
IECON
Xunwen Su, Songtao Fu, Jiaoxia Hao, Xiaomeng Kang, Zeping Yu, Rongfeng Yang