Zining Zhu

15 papers A* 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models.
CoRR
Yan Wang, Yitao Xu, Nanhan Shen, Jinyan Su, Jimin Huang, Zining Zhu
2025 J jnl
Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting.
CoRR
Shashidhar Reddy Javaji, Bhavul Gauri, Zining Zhu
2025 J jnl
Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim → Evidence Reasoning.
CoRR
Shashidhar Reddy Javaji, Yupeng Cao, Haohang Li, Yangyang Yu, Nikhil Muralidhar, Zining Zhu
2025 — conf
Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers.
IJCNLP-AACL (long papers)
Shashidhar Reddy Javaji, Yupeng Cao, Haohang Li, Yangyang Yu, Nikhil Muralidhar, Zining Zhu
2025 A* conf
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce.
EMNLP
Haojin Wang, Zining Zhu, Freda Shi
2025 J jnl
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce.
CoRR
Haojin Wang, Zining Zhu, Freda Shi
2025 — conf
Feature-Guided SAE Steering for Refusal-Rate Control using Contrasting Prompts.
ICDM (Workshops)
Samaksh Bhargav, Zining Zhu
2025 J jnl
Feature-Guided SAE Steering for Refusal-Rate Control using Contrasting Prompts.
CoRR
Samaksh Bhargav, Zining Zhu
2025 J jnl
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications.
CoRR
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
2025 — conf
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.
ACL (1)
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
2025 J jnl
KerZOO: Kernel Function Informed Zeroth-Order Optimization for Accurate and Accelerated LLM Fine-Tuning.
CoRR
Zhendong Mi, Qitao Tan, Xiaodong Yu, Zining Zhu, Geng Yuan, Shaoyi Huang
2025 J jnl
Truth Neurons.
CoRR
Haohang Li, Yupeng Cao, Yangyang Yu, Jordan W. Suchow, Zining Zhu
2025 J jnl
VERBA: Verbalizing Model Differences Using Large Language Models.
CoRR
Shravan Doda, Shashidhar Reddy Javaji, Zining Zhu
2025 — conf
What Would You Ask When You First Saw a²+b²=c²? Evaluating LLM on Curiosity-Driven Question Generation.
IJCNLP-AACL (long papers)
Shashidhar Reddy Javaji, Zining Zhu
2024 J jnl
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.
CoRR
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