Yasheng Wang

Researcher, Financial Technology, Financial Technology

Joined

July 2019

Names

Yasheng Wang

Emails

****@huawei.com (Confirmed)

****@gmail.com (Confirmed)

****@163.com (Confirmed)

****@tencent.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Financial Technology, Financial Technology (tencent.com)

2025 – 2026

Researcher

Noah's Ark Lab, Huawei Technologies Ltd. (huawei.com)

2015 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

NLP

Present

dialog system

Present

pretrained language model

Present

Publications

Teaching LLMs According to Their Aptitude: Adaptive Switching Between CoT and TIR for Mathematical Problem Solving
Xin Xu, Yan Xu, Tianhao Chen, Yuchen Yan, Chengwu Liu, Zaoyu Chen, Yufei Wang, Yichun Yin, Yasheng Wang, Qun Liu, Lu Yin
- CPAL 2026 (Proceedings Track) Oral
- Readers: Everyone
ATGen: Adversarial Reinforcement Learning for Test Case Generation
Qingyao Li, Xinyi Dai, Weiwen Liu, Xiangyang Li, Yasheng Wang, Ruiming Tang, Yong Yu, Weinan Zhang
- ICLR 2026 Poster
- Readers: Everyone
Advancing and Benchmarking Personalized Tool Invocation for LLMs
Xu Huang, Yuefeng Huang, Weiwen Liu, Xingshan Zeng, Yasheng Wang, Hong Xie, Ruiming Tang, Defu Lian
- Submitted to ICLR 2026
- Readers: Everyone
Distill Models by Aptitude: Efficient Reasoning Capability Distillation via Adaptive Data Curation and Overthinking Mitigation
Yuhan Song, Jing Jin, Tianyi Zhuang, Wenxuan Shi, Xiaoguang Li, Yasheng Wang, Xiaohui Yan, Houfeng Wang
- Submitted to ICLR 2026
- Readers: Everyone
ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction
Xingshan Zeng, Weiwen Liu, Lingzhi Wang, Liangyou Li, Fei Mi, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu
- ICLR 2026 Poster
- Readers: Everyone
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Yunjia Xi, Jianghao Lin, Menghui Zhu, Yongzhao Xiao, Zhuoying Ou, Jiaqi Liu, Tong Wan, Te Gao, Bo Chen, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Yu, Weinan Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Teaching LLMs According to Their Aptitude: Adaptive Switching Between CoT and TIR for Mathematical Problem Solving
Xin Xu, Yan Xu, Tianhao Chen, Yuchen Yan, Chengwu Liu, Zaoyu Chen, Yufei Wang, Yichun Yin, Yasheng Wang, Qun Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models
Junda Zhu, Jun Ai, Yujun Li, Yichun Yin, Yasheng Wang, Lifeng Shang, Qun Liu
- NeurIPS 2025 spotlight
- Readers: Everyone
Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering
Kuicai Dong, Yujing Chang, Shijie Huang, Yasheng Wang, Ruiming Tang, Yong Liu
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
DeepDiver: Adaptive Web-Search Intensity Scaling via Reinforcement Learning
Wenxuan Shi, Haochen Tan, Chuqiao Kuang, Xiaoguang Li, Hanting Chen, Xiaozhe Ren, Yasheng Wang, Lu Hou, Lifeng Shang
- NeurIPS 2025 spotlight
- Readers: Everyone

View all 35 publications

Co-Authors

View all 188 co-authors