Publications

Guanhua Huang, Tingqiang Xu, Jinbo Wang, Guangming Sheng, Siheng Li, Evander Yang, Kejiao Li, Yunxiang Li, Zenan Xu, Qi Yi, Kyrierl Deng, Ziyuan Nan, Yuhao Jiang, Chenchen Zhang, Taiqiang Wu, Feiyuan Zhang, Junhao Wang, Bo Zhou, Alex Chen, Di Wang, Shunyu Yao (2026). Stabilizing RLVR via Token-level Gradient Diagnosis and Layerwise Clipping. Tencent Hunyuan.

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Guanhua Huang, Tingqiang Xu, Mingze Wang, Qi Yi, Xue Gong, Siheng Li, Ruibin Xiong, Kejiao Li, Yuhao Jiang, Bo Zhou (2025). Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward. Arxiv-Preprint.

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Yichen He, Guanhua Huang, Peiyuan Feng, Yuan Lin, Yuchen Zhang, Hang Li, Weinan E (2025). PaSa: An LLM Agent for Comprehensive Academic Paper Search. In The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025).

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Mingze Wang, Haotian He, Jinbo Wang, Zilin Wang, Guanhua Huang, Feiyu Xiong, Zhiyu Li, Weinan E, Lei Wu (2024). Improving Generalization and Convergence by Enhancing Implicit Regularization. In Neural Information Processing Systems 37 (NeurIPS 2024).

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Peiyuan Feng, Yichen He, Guanhua Huang, Yuan Lin, Hanchong Zhang, Yuchen Zhang, Hang Li (2024). AGILE: A Novel Framework of LLM Agents. In Neural Information Processing Systems 37 (NeurIPS 2024).

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Guanhua Huang, Yuchen Zhang, Zhe Li, Yongjian You, Mingze Wang, Zhouwang Yang (2024). Are AI-Generated Text Detectors Robust to Adversarial Perturbations?. In The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

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Guanhua Huang, Zeping Min, Qian Ge, Zhouwang Yang (2024). Towards document-level event extraction via Binary Contrastive Generation. In Knowledge-Based Systems (KBS 2024).

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Guanhua Huang, Runxin Xu, Ying Zeng, Jiaze Chen, Zhouwang Yang, Weinan E (2023). An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023).

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Zeping Min, Qian Ge, Guanhua Huang (2023). SAN: A Robust End-to-End ASR Model Architecture. In 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023).

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Guanhua Huang, Zhong Zheng, Yucheng Yang, Lu Yang, Jing Kong, Xiaomin Cheng, Zhouwang Yang (2021). Unemployment Rate Estimation with Administrative Big Data: Case Study in a City of 4-Million Population. In Statistical Research (Statistical Research 2024).

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Yucheng Yang, Yue Pang, Guanhua Huang, Weinan E (2020). The Knowledge Graph for Macroeconomic Analysis with Alternative Big Data. In Banca d’Italia and Federal Reserve Board Conference in Macroeconomics, 2020.

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