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Benyou Wang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

72

Venues

15

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

72 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLCut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning.Jiaxi Bi, Tongxu Luo, Wenyu Du, Zhengyang Tang, Benyou Wang
2026ACLDentalGPT: Incentivizing Multimodal Reasoning in Dentistry.Zhenyang Cai, Jiaming Zhang, Junjie Zhao, Ziyi Zeng, Yanchao Li, Liang Jingyi, Junying Chen, Yunjin Yang, Jiajun You, Shuzhi Deng, Xieruiqiii, Yuanting Chen, Xiangyi Feng, Jianquan Li, Liangyi Chen, Junwen Wang, Shan Jiang, Benyou Wang
2026ACLTowards Fine-grained Audio Captioning with Multimodal Contextual Fusion.Shunian Chen, Xinyuan Xie, Zheshu Chen, Owen Lee, Liyan Zhao, Zhan Su, Qilin Sun, Benyou Wang
2026ACLProbing Audio-Visual Reasoning in Multimodal Language Models through the Lens of Audio.Kaixiong Gong, Kaituo Feng, Bohao Li, Yibing Wang, Mofan Cheng, Shijia Yang, Jiaming Han, Benyou Wang, Yutong Bai, Zhuoran Yang, Xiangyu Yue
2026ACLPrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment.Chang Hong, Minghao Wu, Qingying Xiao, Yuchi Wang, Xiang Wan, Guangjun Yu, Benyou Wang, Yan Hu
2026ACLS2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models.Feng Jiang, Zhiyu Lin, Yiyang Liu, Liumeng Xue, Fan Bu, Yuhao Du, Xiangying Chen, Benyou Wang, Haizhou Li
2026ACLBenchmarking LLMs on Authentic Cases from Medical Journals.Wanlong Liu, Junying Chen, Yunjin Yang, Prayag Tiwari, Wenyu Chen, Benyou Wang
2026ACLClinAlign: Scaling Healthcare Alignment from Clinician Preference.Shiwei Lyu, Xidong Wang, Hao Zhu, Lei Liu, Chaohe Zhang, Jian Wang, Jinjie Gu, Benyou Wang, Yue Shen
2026ACLHuman or LLM as Standardized Patients? A Comparative Study in Medical Education.Bingquan Zhang, Xiaoxiao Liu, Yuchi Wang, Zhou Lei, Qianqian Xie, Benyou Wang
2026CHI"It Talks Like a Patient, But Feels Different": Co-Designing AI Standardized Patients with Medical Learners.Zhiqi Gao, Guo Zhu, Huarui Luo, Dongyijie Primo Pan, Haoming Tang, Bingquan Zhang, Jiahuan Pei, Jie Li, Benyou Wang
2025ACLExploring Compositional Generalization of Multimodal LLMs for Medical Imaging.Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang
2025ACLTowards Medical Complex Reasoning with LLMs through Medical Verifiable Problems.Junying Chen, Zhenyang Cai, Ke Ji, Xidong Wang, Wanlong Liu, Rongsheng Wang, Benyou Wang
2025ACLCoD, Towards an Interpretable Medical Agent using Chain of Diagnosis.Junying Chen, Chi Gui, Anningzhe Gao, Ke Ji, Xidong Wang, Xiang Wan, Benyou Wang
2025ACLUnlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation.Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang
2025ACLSoundwave: Less is More for Speech-Text Alignment in LLMs.Yuhao Zhang, Zhiheng Liu, Fan Bu, Ruiyu Zhang, Benyou Wang, Haizhou Li
2025ACLLeveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation.Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, JingBo Zhu
2025ACLSecond Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion.Jianqing Zhu, Huang Huang, Zhihang Lin, Juhao Liang, Zhengyang Tang, Khalid Almubarak, Mosen Alharthi, Bang An, Juncai He, Xiangbo Wu, Fei Yu, Junying Chen, Zhuoheng Ma, Yuhao Du, He Zhang, Saied Alshahrani, Emad A. Alghamdi, Lian Zhang, Ruoyu Sun, Haizhou Li, Benyou Wang, Jinchao Xu
2025COLINGLess is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs.Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael X. Guan, Benyou Wang
2025EMNLPDRBO: Mitigating Short Board Effect via Dynamic Reward Balancing in Multi-reward LLM Optimization.Nuo Chen, Yufei Gao, Yongnan Jin, Yan Hu, Anningzhe Gao, Lingyong Yan, Benyou Wang
2025EMNLPFrom Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test.Xunlian Dai, Li Zhou, Benyou Wang, Haizhou Li
2025EMNLPCan Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization.Zhengzhao Lai, Youbin Zheng, Zhenyang Cai, Haonan Lyu, Jingpu Yang, Hongqing Liang, Yan Hu, Benyou Wang
2025EMNLPRAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions.Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang
2025EMNLPBoth Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM.Dingjie Song, Sicheng Lai, Mingxuan Wang, Shunian Chen, Lichao Sun, Benyou Wang
2025EMNLPModel Unlearning via Sparse Autoencoder Subspace Guided Projections.Xu Wang, Zihao Li, Benyou Wang, Yan Hu, Difan Zou
2025EMNLPLongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture.Xidong Wang, Dingjie Song, Shunian Chen, Junying Chen, Zhenyang Cai, Chen Zhang, Lichao Sun, Benyou Wang
2025ICLROmni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models.Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang
2025ICLREfficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts.Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang
2025ICMLTowards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis.Xu Wang, Yan Hu, Wenyu Du, Reynold Cheng, Benyou Wang, Difan Zou
2025ICRANavigateDiff: Visual Predictors are Zero-Shot Navigation Assistants.Yiran Qin, Ao Sun, Yuze Hong, Benyou Wang, Ruimao Zhang
2025NAACLIs Your LLM Outdated? A Deep Look at Temporal Generalization.ChenghaoZhu ChenghaoZhu, Nuo Chen, Yufei Gao, Yunyi Zhang, Prayag Tiwari, Benyou Wang
2025NAACLSmurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning.Junzhi Chen, Juhao Liang, Benyou Wang
2025NAACLUCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models.Ruoli Gan, Duanyu Feng, Chen Zhang, Zhihang Lin, Haochen Jia, Hao Wang, Zhenyang Cai, Lei Cui, Qianqian Xie, Jimin Huang, Benyou Wang
2025NAACLMLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria.Wentao Ge, Shunian Chen, Hardy Chen, Nuo Chen, Junying Chen, Zhihong Chen, Wenya Xie, Shuo Yan, ChenghaoZhu ChenghaoZhu, Ziyue Lin, Dingjie Song, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang
2025NAACLLLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages.Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang
2025NAACLHuatuo-26M, a Large-scale Chinese Medical QA Dataset.Xidong Wang, Jianquan Li, Shunian Chen, Yuxuan Zhu, Xiangbo Wu, Zhiyi Zhang, Xiaolong Xu, Junying Chen, Jie Fu, Xiang Wan, Anningzhe Gao, Benyou Wang
2025NAACLUCFE: A User-Centric Financial Expertise Benchmark for Large Language Models.Yuzhe Yang, Yifei Zhang, Yan Hu, Yilin Guo, Ruoli Gan, Yueru He, Mingcong Lei, Xiao Zhang, Haining Wang, Qianqian Xie, Jimin Huang, Honghai Yu, Benyou Wang
2025WWWBeyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement.Zihao Cheng, Li Zhou, Feng Jiang, Benyou Wang, Haizhou Li
2025UAIPeriodical Moving Average Accelerates Gradient Accumulation for Post-Training.Yumou Liu, An Li, Chaojie Li, Fei Yu, Benyou Wang
2024ACLExploring the Potential of Dense Information in Multimodal Alignment.Zhiyuan Fan, Zhihong Chen, Benyou Wang
2024ACLPlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator.Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang
2024EMNLPHumans or LLMs as the Judge? A Study on Judgement Bias.Guiming Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang
2024EMNLPTowards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.Junying Chen, Chi Gui, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Chen, Xidong Wang, Zhenyang Cai, Ke Ji, Xiang Wan, Benyou Wang
2024EMNLPVLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment.Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu
2024ICLRRethinking the Uniformity Metric in Self-Supervised Learning.Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang
2024ICMLMathScale: Scaling Instruction Tuning for Mathematical Reasoning.Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei
2024NAACLAceGPT, Localizing Large Language Models in Arabic.Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Mosen Alharthi, Bang An, Juncai He, Ziche Liu, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu
2024NAACLCMB: A Comprehensive Medical Benchmark in Chinese.Xidong Wang, Guiming Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Junying Chen, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li
2024NAACLOVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning.Fei Yu, Anningzhe Gao, Benyou Wang
2023AAAIEffective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary.Xiaokang Liu, Jianquan Li, Jingjing Mu, Min Yang, Ruifeng Xu, Benyou Wang
2023ACLOn the Difference of BERT-style and CLIP-style Text Encoders.Zhihong Chen, Guiming Chen, Shizhe Diao, Xiang Wan, Benyou Wang
2023ACLOne Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems.Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang
2023ACLCan Language Models Make Fun? A Case Study in Chinese Comical Crosstalk.Jianquan Li, Xiangbo Wu, Xiaokang Liu, Qianqian Xie, Prayag Tiwari, Benyou Wang
2023ACLLifting the Curse of Capacity Gap in Distilling Language Models.Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song
2023EMNLPHuatuoGPT, Towards Taming Language Model to Be a Doctor.Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Guiming Chen, Jianquan Li, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li
2023ICCVTowards Unifying Medical Vision-and-Language Pre-training via Soft Prompts.Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan
2022COLINGDPTDR: Deep Prompt Tuning for Dense Passage Retrieval.Zhengyang Tang, Benyou Wang, Ting Yao
2022EMNLPHypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation.Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang, Victor Junqiu Wei, Xin Jiang
2022ICLRExploring extreme parameter compression for pre-trained language models.Benyou Wang, Yuxin Ren, Lifeng Shang, Xin Jiang, Qun Liu
2021EMNLPWhat Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability.Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song
2021ICLROn Position Embeddings in BERT.Benyou Wang, Lifeng Shang, Christina Lioma, Xin Jiang, Hao Yang, Qun Liu, Jakob Grue Simonsen
2020CIKMMeta-Learning for Neural Relation Classification with Distant Supervision.Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li
2020EMNLPA Multi-task Learning Framework for Opinion Triplet Extraction.Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang
2020ICLREncoding word order in complex embeddings.Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen
2019NAACLCNM: An Interpretable Complex-valued Network for Matching.Qiuchi Li, Benyou Wang, Massimo Melucci
2019WWWSemantic Hilbert Space for Text Representation Learning.Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
2019SIGIRDynamic Content Monitoring and Exploration using Vector Spaces.Benyou Wang
2018AAAIEnd-to-End Quantum-like Language Models with Application to Question Answering.Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, Dawei Song
2018CIKMA Quantum Many-body Wave Function Inspired Language Modeling Approach.Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song
2018IJCAIPLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training.Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Xiaojun Chen
2018IJCAIA Multi-task Learning Approach for Image Captioning.Wei Zhao, Benyou Wang, Jianbo Ye, Min Yang, Zhou Zhao, Ruotian Luo, Yu Qiao
2017SIGIRIRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang
2015CIKMA Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling.Yongqiang Chen, Peng Zhang, Dawei Song, Benyou Wang