Yuming Yang

23 papers A* 2B 2Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment.
CoRR
Yuming Yang, Mingyoung Lai, Wanxu Zhao, Xiaoran Fan, Zhiheng Xi, Mingqi Wu, Chiyue Huang, Jun Zhao, Haijun Lv, Jian Tong, Yunhua Zhou, Yicheng Zou, Qipeng Guo, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels.
EMNLP
Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2025 J jnl
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels.
CoRR
Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2025 B conf
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition.
COLING
Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation.
CoRR
Yi Lu, Wanxu Zhao, Xin Zhou, Chenxin An, Chenglong Wang, Shuo Li, Yuming Yang, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs.
ICLR
Shuo Li, Tao Ji, Xiaoran Fan, Linsheng Lu, Leyi Yang, Yuming Yang, Zhiheng Xi, Rui Zheng, Yuran Wang, Xiaohui Zhao, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Machine-assisted writing evaluation: Exploring pre-trained language models in analyzing argumentative moves.
CoRR
Wenjuan Qin, Weiran Wang, Yuming Yang, Tao Gui
2025 — conf
Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric.
ACL (1)
Yuming Yang, Yang Nan, Junjie Ye, Shihan Dou, Xiao Wang, Shuo Li, Huijie Lv, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric.
CoRR
Yuming Yang, Yang Nan, Junjie Ye, Shihan Dou, Xiao Wang, Shuo Li, Huijie Lv, Mingqi Wu, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations.
EMNLP (Findings)
Shuo Li, Jiajun Sun, Guodong Zheng, Xiaoran Fan, Yujiong Shen, Yi Lu, Zhiheng Xi, Yuming Yang, Wenming Tan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations.
CoRR
Shuo Li, Jiajun Sun, Guodong Zheng, Xiaoran Fan, Yujiong Shen, Yi Lu, Zhiheng Xi, Yuming Yang, Wenming Tan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
Multi-Programming Language Sandbox for LLMs.
ACL (3)
Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Weikang Zhou, Haoxiang Jia, Shichun Liu, Yuming Yang, Shenxi Wu, Zhiheng Xi, Muling Wu, Rui Zheng, Changze Lv, Limao Xiong, Shaoqing Zhang, Lin Zhang, WenYu Zhan, Rongxiang Weng, Jingang Wang, Xunliang Cai, Yueming Wu, Ming Wen, Yixin Cao, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2025 J jnl
Pre-Trained Policy Discriminators are General Reward Models.
CoRR
Shihan Dou, Shichun Liu, Yuming Yang, Yicheng Zou, Yunhua Zhou, Shuhao Xing, Chenhao Huang, Qiming Ge, Demin Song, Haijun Lv, Songyang Gao, Chengqi Lv, Enyu Zhou, Honglin Guo, Zhiheng Xi, Wenwei Zhang, Qipeng Guo, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Tao Gui, Kai Chen
2025 — conf
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use.
EMNLP (Findings)
Junjie Ye, Yilong Wu, Sixian Li, Yuming Yang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du
2025 J jnl
The Role of Entropy in Visual Grounding: Analysis and Optimization.
CoRR
Shuo Li, Jiajun Sun, Zhihao Zhang, Xiaoran Fan, Senjie Jin, Hui Li, Yuming Yang, Junjie Ye, Lixing Shen, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition.
CoRR
Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Empirical Insights on Fine-Tuning Large Language Models for Question-Answering.
CoRR
Junjie Ye, Yuming Yang, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2024 J jnl
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs.
CoRR
Shuo Li, Tao Ji, Xiaoran Fan, Linsheng Lu, Leyi Yang, Yuming Yang, Zhiheng Xi, Rui Zheng, Yuran Wang, Xiaohui Zhao, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Multi-Programming Language Sandbox for LLMs.
CoRR
Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Haoxiang Jia, Shichun Liu, Yuming Yang, Shenxi Wu, Shaoqing Zhang, Muling Wu, Changze Lv, Limao Xiong, WenYu Zhan, Lin Zhang, Rongxiang Weng, Jingang Wang, Xunliang Cai, Yueming Wu, Ming Wen, Rui Zheng, Tao Ji, Yixin Cao, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2024 J jnl
SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance.
CoRR
Caishuang Huang, Wanxu Zhao, Rui Zheng, Huijie Lv, Shihan Dou, Sixian Li, Xiao Wang, Enyu Zhou, Junjie Ye, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use.
CoRR
Junjie Ye, Yilong Wu, Sixian Li, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du
2019 B conf
Modeling and Experimental Design for MOOC Dropout Prediction: A Replication Perspective.
EDM
Josh Gardner, Yuming Yang, Ryan S. Baker, Christopher Brooks
2018 J jnl
Enabling End-To-End Machine Learning Replicability: A Case Study in Educational Data Mining.
CoRR
Josh Gardner, Yuming Yang, Ryan S. Baker, Christopher Brooks