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Shuaiyi Nie
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2020 – today
- 2026
[c4]Yao Chen, Yilong Chen, Yinqi Yang, Junyuan Shang, Zhenyu Zhang, Zefeng Zhang, Shuaiyi Nie, Shuohuan Wang
, Yu Sun, Hua Wu, Haifeng Wang, Tingwen Liu:
Sparse Growing Transformer: Training-Time Sparse Depth Allocation via Progressive Attention Looping. ACL (Findings) 2026: 6168-6193
[c3]Wenyuan Zhang, Xinghua Zhang, Haiyang Yu, Shuaiyi Nie, Bingli Wu, Juwei Yue, Tingwen Liu, Yongbin Li:
ExpSeek: Self-Triggered Experience Seeking for Web Agents. ACL (Findings) 2026: 29255-29283
[c2]Shuaiyi Nie, Siyu Ding, Wenyuan Zhang, Linhao Yu, Tianmeng Yang, Yao Chen, Weichong Yin, Yu Sun, Hua Wu, Tingwen Liu:
AttnPO: Attention-Guided Process Supervision for Efficient Reasoning. ACL (1) 2026: 39728-39748
[i6]Wenyuan Zhang, Xinghua Zhang, Haiyang Yu, Shuaiyi Nie, Bingli Wu, Juwei Yue, Tingwen Liu, Yongbin Li:
ExpSeek: Self-Triggered Experience Seeking for Web Agents. CoRR abs/2601.08605 (2026)
[i5]Shuaiyi Nie, Siyu Ding, Wenyuan Zhang, Linhao Yu, Tianmeng Yang, Yao Chen, Tingwen Liu, Weichong Yin, Yu Sun, Hua Wu:
ATTNPO: Attention-Guided Process Supervision for Efficient Reasoning. CoRR abs/2602.09953 (2026)
[i4]Yao Chen, Yilong Chen, Yinqi Yang, Junyuan Shang, Zhenyu Zhang, Zefeng Zhang, Shuaiyi Nie, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang, Tingwen Liu:
Sparse Growing Transformer: Training-Time Sparse Depth Allocation via Progressive Attention Looping. CoRR abs/2603.23998 (2026)
[i3]Linhao Yu, Tianmeng Yang, Siyu Ding, Renren Jin, Naibin Gu, Xiangzhao Hao, Shuaiyi Nie, Deyi Xiong, Weichong Yin, Yu Sun, Hua Wu:
KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance. CoRR abs/2604.12627 (2026)- 2025
[c1]Wenyuan Zhang
, Shuaiyi Nie, Jiawei Sheng, Zefeng Zhang, Xinghua Zhang, Yongquan He, Tingwen Liu:
Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing. EMNLP 2025: 33279-33302
[i2]Wenyuan Zhang, Shuaiyi Nie, Xinghua Zhang, Zefeng Zhang, Tingwen Liu:
S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models. CoRR abs/2504.10368 (2025)- 2024
[i1]Wenyuan Zhang, Jiawei Sheng, Shuaiyi Nie, Zefeng Zhang, Xinghua Zhang, Yongquan He, Tingwen Liu
:
Revealing the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing. CoRR abs/2409.11726 (2024)
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