Wenyuan Zhang

I am a current PhD student at the University of Chinese Academy of Sciences (UCAS), with research interests in LLM Role-Playing, Social Agent, and Large Reasoning Models.

Publications

S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models

S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models

Wenyuan Zhang*, Shuaiyi Nie*, Xinghua Zhang, Zefeng Zhang, Tingwen Liu

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SOTOPIA-Ω: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents

SOTOPIA-Ω: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents

Wenyuan Zhang, Tianyun Liu, Mengxiao Song, Xiaodong Li, Tingwen Liu

ACL 2025 - The 63rd Annual Meeting of the Association for Computational Linguistics

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Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning

Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning

Yongquan He*, Wenyuan Zhang*, Xuancheng Huang*, Peng Zhang, Lingxun Meng, Xiang Zhou, Ke Zeng, Xunliang Cai

ACL 2025 - The 63rd Annual Meeting of the Association for Computational Linguistics

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Revealing the challenge of detecting character knowledge errors in llm role-playing

Revealing the challenge of detecting character knowledge errors in llm role-playing

Wenyuan Zhang, Shuaiyi Nie, Jiawei Sheng, Zefeng Zhang, Xinghua Zhang, Yongquan He, Tingwen Liu

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Adaptive Data Augmentation for Aspect Sentiment Quad Prediction

Adaptive Data Augmentation for Aspect Sentiment Quad Prediction

Wenyuan Zhang, Xinghua Zhang, Shiyao Cui, Kun Huang, Xuebin Wang, Tingwen Liu

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing

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Edge Federated Learning for Social Profit Optimality: A Cooperative Game Approach

Edge Federated Learning for Social Profit Optimality: A Cooperative Game Approach

Wenyuan Zhang, Guangjun Wu, Yongfei Liu, Binbin Li, Jiawei Sun

CollaborateCom 2022 - International Conference on Collaborative Computing: Networking, Applications and Worksharing

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Privacy-Preserving Deep Learning in Internet of Healthcare Things with Blockchain-Based Incentive

Privacy-Preserving Deep Learning in Internet of Healthcare Things with Blockchain-Based Incentive

Wenyuan Zhang, Peng Li, Guangjun Wu, Jun Li

KSEM 2022 - International Conference on Knowledge Science, Engineering and Management

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Fft: Towards harmlessness evaluation and analysis for llms with factuality, fairness, toxicity

Fft: Towards harmlessness evaluation and analysis for llms with factuality, fairness, toxicity

Shiyao Cui*, Zhenyu Zhang*, Yilong Chen, Wenyuan Zhang, Tianyun Liu, Siqi Wang, Tingwen Liu

KDD workshop 2024 on Evaluation and Trustworthiness of Generative AI Models

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Dynamic multi-scale context aggregation for conversational aspect-based sentiment quadruple analysis

Dynamic multi-scale context aggregation for conversational aspect-based sentiment quadruple analysis

Yuqing Li, Wenyuan Zhang, Binbin Li, Siyu Jia, Zisen Qi, Xingbang Tan

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing

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MoR: Mixture of Ranks for Low-Rank Adaptation Tuning

MoR: Mixture of Ranks for Low-Rank Adaptation Tuning

Chuanyu Tang*, Yilong Chen*, Zhenyu Zhang, Junyuan Shang, Wenyuan Zhang, Yong Huang, Tingwen Liu

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CDRNP: Cross-Domain Recommendation to Cold-Start Users via Neural Process

CDRNP: Cross-Domain Recommendation to Cold-Start Users via Neural Process

Xiaodong Li, Jiawei Sheng, Jiangxia Cao, Wenyuan Zhang, Quangang Li, Tingwen Liu

WSDM 2024 - Proceedings of the 17th ACM International Conference on Web Search and Data Mining

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Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking

Zefeng Zhang*, Jiawei Sheng*, Chuang Zhang, Yunzhi Liang, Wenyuan Zhang, Siqi Wang, Tingwen Liu

ACL-findings 2024 - Findings of the Association for Computational Linguistics

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Improving Chinese Spelling Correction with Text-Phonetics Differentiation and Adaptive Fusion

Improving Chinese Spelling Correction with Text-Phonetics Differentiation and Adaptive Fusion

Wenhao Zhang, Shiyao Cui, Wenyuan Zhang, Xinghua Zhang, Tingwen Liu, Hongbo Xu

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing

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Prompting Generative Language Model with Guiding Augmentation for Aspect Sentiment Triplet Extraction

Prompting Generative Language Model with Guiding Augmentation for Aspect Sentiment Triplet Extraction

Kun Huang, Yongxiu Xu, Xinghua Zhang, Wenyuan Zhang, Hongbo Xu

PRICAI 2023 - Pacific Rim International Conference on Artificial Intelligence

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Denoising Network of Dynamic Features for Enhanced Malware Classification

Denoising Network of Dynamic Features for Enhanced Malware Classification

Siyuan Li, Hui Wen, Liting Deng, Yu Zhou, Wenyuan Zhang, Zhi Li, Limin Sun

IPCCC 2023 - IEEE International Performance, Computing, and Communications Conference

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Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning

Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning

Minghao Tang, Yongquan He, Yongxiu Xu, Hongbo Xu, Wenyuan Zhang, Yang Lin

EMNLP-Findings 2023 - Findings of the Association for Computational Linguistics

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A Boundary Offset Prediction Network for Named Entity Recognition

A Boundary Offset Prediction Network for Named Entity Recognition

Minghao Tang, Yongquan He, Yongxiu Xu, Hongbo Xu, Wenyuan Zhang, Yang Lin

EMNLP-Findings 2023 - Findings of the Association for Computational Linguistics

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Intrusion Detection Based on Sampling and Improved OVA Technique on Imbalanced Data

Intrusion Detection Based on Sampling and Improved OVA Technique on Imbalanced Data

Yongfei Liu, Hong Li, Wenyuan Zhang, Fei Lv, Shuaizong Si

CSCWD 2023 - 26th International Conference on Computer Supported Cooperative Work in Design

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Federated Learning-Based Intrusion Detection on Non-IID Data

Federated Learning-Based Intrusion Detection on Non-IID Data

Yongfei Liu, Guangjun Wu, Wenyuan Zhang, Jun Li

ICA3PP 2022 - The 22nd International Conference on Algorithms and Architectures for Parallel Processing

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Hip network: Historical information passing network for extrapolation reasoning on temporal knowledge graph

Hip network: Historical information passing network for extrapolation reasoning on temporal knowledge graph

Yongquan He, Peng Zhang, Luchen Liu, Qi Liang, Wenyuan Zhang, Chuang Zhang

IJCAI 2021 - Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence

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