Zining Zhu

According to our database, Zining Zhu authored at least 16 papers between 2024 and 2026.

Collaborative distances:

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

2026

Exploring Concept Subspace for Self-explainable Text-Attributed Graph Learning.

Xiaoxue Han, Libo Zhang, Zining Zhu, Yue Ning

CoRR, April, 2026

FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks.

Yupeng Cao, Haohang Li, Weijin Liu, Wenbo Cao, Anke Xu, Lingfei Qian, Xueqing Peng, Minxue Tang, Zhiyuan Yao, Jimin Huang, K. P. Subbalakshmi, Zining Zhu, Jordan W. Suchow, Yangyang Yu

CoRR, April, 2026

Distributed Interpretability and Control for Large Language Models.

Dev Arpan Desai, Shaoyi Huang, Zining Zhu

CoRR, April, 2026

The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models.

Yan Wang, Yitao Xu, Nanhan Shen, Jinyan Su, Jimin Huang, Zining Zhu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting.

Shashidhar Reddy Javaji, Bhavul Gauri, Zining Zhu

CoRR, September, 2025

VERBA: Verbalizing Model Differences Using Large Language Models.

Shravan Doda, Shashidhar Reddy Javaji, Zining Zhu

CoRR, July, 2025

Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim → Evidence Reasoning.

Shashidhar Reddy Javaji, Yupeng Cao, Haohang Li, Yangyang Yu, Nikhil Muralidhar, Zining Zhu

CoRR, June, 2025

KerZOO: Kernel Function Informed Zeroth-Order Optimization for Accurate and Accelerated LLM Fine-Tuning.

Zhendong Mi, Qitao Tan, Xiaodong Yu, Zining Zhu, Geng Yuan, Shaoyi Huang

CoRR, May, 2025

Truth Neurons.

Haohang Li, Yupeng Cao, Yangyang Yu, Jordan W. Suchow, Zining Zhu

CoRR, May, 2025

FinAudio: A Benchmark for Audio Large Language Models in Financial Applications.

Yupeng Cao, Haohang Li, Yangyang Yu, Shashidhar Reddy Javaji, Yueru He, Jimin Huang, Zining Zhu, Qianqian Xie, Xiao-Yang Liu, Koduvayur Subbalakshmi, Meikang Qiu, Sophia Ananiadou, Jian-Yun Nie

CoRR, March, 2025

What Would You Ask When You First Saw a²+b²=c²? Evaluating LLM on Curiosity-Driven Question Generation.

Shashidhar Reddy Javaji, Zining Zhu

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers.

Shashidhar Reddy Javaji, Yupeng Cao, Haohang Li, Yangyang Yu, Nikhil Muralidhar, Zining Zhu

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

Feature-Guided SAE Steering for Refusal-Rate Control using Contrasting Prompts.

Samaksh Bhargav, Zining Zhu

Proceedings of the IEEE International Conference on Data Mining, 2025

Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce.

Haojin Wang, Zining Zhu, Freda Shi

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.

Haohang Li, Yupeng Cao, Yangyang Yu, Shashidhar Reddy Javaji, Zhiyang Deng, Yueru He, Yuechen Jiang, Zining Zhu, K. P. Subbalakshmi, Jimin Huang, Lingfei Qian, Xueqing Peng, Jordan W. Suchow, Qianqian Xie

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

2024

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.

Haohang Li, Yupeng Cao, Yangyang Yu, Shashidhar Reddy Javaji, Zhiyang Deng, Yueru He, Yuechen Jiang, Zining Zhu, Koduvayur Subbalakshmi, Guojun Xiong, Jimin Huang, Lingfei Qian, Xueqing Peng, Qianqian Xie, Jordan W. Suchow

CoRR, 2024