Benyou Wang - RankMe

239 papers A* 33A 4B 2Journal 158Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	"It Talks Like a Patient, But Feels Different": Co-Designing AI Standardized Patients with Medical Learners. CHI Extended Abstracts Zhiqi Gao, Guo Zhu, Huarui Luo, Dongyijie Primo Pan, Haoming Tang, Bingquan Zhang, Jiahuan Pei, Jie Li, Benyou Wang
2026	J	`jnl`	"It Talks Like a Patient, But Feels Different": Co-Designing AI Standardized Patients with Medical Learners. CoRR Zhiqi Gao, Guo Zhu, Huarui Luo, Dongyijie Primo Pan, Haoming Tang, Bingquan Zhang, Jiahuan Pei, Jie Li, Benyou Wang
2026	J	`jnl`	Character-R1: Enhancing Role-Aware Reasoning in Role-Playing Agents via RLVR. CoRR Yihong Tang, Kehai Chen, Xuefeng Bai, Benyou Wang, Zeming Liu, Haifeng Wang, Min Zhang
2026	J	`jnl`	ClinAlign: Scaling Healthcare Alignment from Clinician Preference. CoRR Shiwei Lyu, Xidong Wang, Lei Liu, Hao Zhu, Chaohe Zhang, Jian Wang, Jinjie Gu, Benyou Wang, Yue Shen
2026	J	`jnl`	EvA: An Evidence-First Audio Understanding Paradigm for LALMs. CoRR Xinyuan Xie, Shunian Chen, Zhiheng Liu, Yuhao Zhang, Zhiqiang Lv, Liyin Liang, Benyou Wang
2026	J	`jnl`	From Lossy to Verified: A Provenance-Aware Tiered Memory for Agents. CoRR Qiming Zhu, Shunian Chen, Rui Yu, Zhehao Wu, Benyou Wang
2026	J	`jnl`	Human or Machine? A Preliminary Turing Test for Speech-to-Speech Interaction. CoRR Xiang Li, Jiabao Gao, Sipei Lin, Xuan Zhou, Chi Zhang, Bo Cheng, Jiale Han, Benyou Wang
2026	J	`jnl`	LiveClin: A Live Clinical Benchmark without Leakage. CoRR Xidong Wang, Shuqi Guo, Yue Shen, Junying Chen, Jian Wang, Jinjie Gu, Ping Zhang, Lei Liu, Benyou Wang
2026	J	`jnl`	MicroVerse: A Preliminary Exploration Toward a Micro-World Simulation. CoRR Rongsheng Wang, Minghao Wu, Hongru Zhou, Zhihan Yu, Zhenyang Cai, Junying Chen, Benyou Wang
2026	J	`jnl`	Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development. CoRR Zhongying Deng, Cheng Tang, Ziyan Huang, Jiashi Lin, Ying Chen, Junzhi Ning, Chenglong Ma, Jiyao Liu, Wei Li, Yinghao Zhu, Shujian Gao, Yanyan Huang, Sibo Ju, Yanzhou Su, Pengcheng Chen, Wenhao Tang, Tianbin Li, Haoyu Wang, Yuanfeng Ji, Hui Sun, Shaobo Min, Liang Peng, Feilong Tang, Haochen Xue, Rulin Zhou, Chaoyang Zhang, Wenjie Li, Shaohao Rui, Weijie Ma, Xingyue Zhao, Yibin Wang, Kun Yuan, Zhaohui Lu, Shujun Wang, Jinjie Wei, Lihao Liu, Dingkang Yang, Lin Wang, Yulong Li, Haolin Yang, Yiqing Shen, Lequan Yu, Xiaowei Hu, Yun Gu, Yicheng Wu, Benyou Wang, Minghui Zhang, Angelica I. Aviles-Rivero, Qi Gao, Hongming Shan, Xiaoyu Ren, Fang Yan, Hongyu Zhou, Haodong Duan, Maosong Cao, Shanshan Wang, Bin Fu, Xiaomeng Li, Zhi Hou, Chunfeng Song, Lei Bai, Yuan Cheng, Yuandong Pu, Xiang Li, Wenhai Wang, Hao Chen, Jiaxin Zhuang, Songyang Zhang, Huiguang He, Mengzhang Li, Bohan Zhuang, Zhian Bai, Rongshan Yu, Liansheng Wang, Yukun Zhou, Xiaosong Wang, Xin Guo, Guanbin Li, Xiangru Lin, Dakai Jin, Mianxin Liu, Wenlong Zhang, Qi Qin, Conghui He, Yuqiang Li, Ye Luo, Nanqing Dong, Jie Xu, Wenqi Shao, Bo Zhang, Qiujuan Yan, Yihao Liu, Jun Ma, Zhi Lu, Yuewen Cao, Zongwei Zhou, Jianming Liang, Shixiang Tang, Qi Duan, et al.
2026	J	`jnl`	To What Extent Do Token-Level Representations from Pathology Foundation Models Improve Dense Prediction? CoRR Weiming Chen, Xitong Ling, Xidong Wang, Zhenyang Cai, Yijia Guo, Mingxi Fu, Ziyi Zeng, Minxi Ouyang, Jiawen Li, Yizhi Wang, Tian Guan, Benyou Wang, Yonghong He
2026	J	`jnl`	Towards Fair and Comprehensive Evaluation of Routers in Collaborative LLM Systems. CoRR Wanxing Wu, He Zhu, Yixia Li, Lei Yang, Jiehui Zhao, Hongru Wang, Jian Yang, Benyou Wang, Bingyi Jing, Guanhua Chen
2025	J	`jnl`	A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers. CoRR Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu, Pengfei Jiang, Yizhou Wang, Chen Tang, Jianyu Wu, Yuchen Ren, Siyuan Yan, Zhonghua Wang, Zhongxing Xu, Shiyan Su, Shangquan Sun, Runkai Zhao, Zhisheng Zhang, Yu Liu, Fudi Wang, Yuanfeng Ji, Yanzhou Su, Hongming Shan, Chun-Mei Feng, Jiahao Xu, Jiangtao Yan, Wenhao Tang, Diping Song, Lihao Liu, Yanyan Huang, Lequan Yu, Bin Fu, Shujun Wang, Xiaomeng Li, Xiaowei Hu, Yun Gu, Ben Fei, Zhongying Deng, Benyou Wang, Yuewen Cao, Minjie Shen, Haodong Duan, Jie Xu, Yirong Chen, Fang Yan, Hongxia Hao, Jielan Li, Jiajun Du, Yanbo Wang, Imran Razzak, Chi Zhang, Lijun Wu, Conghui He, Zhaohui Lu, Jinhai Huang, Yihao Liu, Fenghua Ling, Yuqiang Li, Aoran Wang, Qihao Zheng, Nanqing Dong, Tianfan Fu, Dongzhan Zhou, Yan Lu, Wenlong Zhang, Jin Ye, Jianfei Cai, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He
2025	A*	`conf`	Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement. WWW Zihao Cheng, Li Zhou, Feng Jiang, Benyou Wang, Haizhou Li
2025	—	`conf`	Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM. EMNLP (Findings) Dingjie Song, Sicheng Lai, Mingxuan Wang, Shunian Chen, Lichao Sun, Benyou Wang
2025	J	`jnl`	CALM Before the STORM: Unlocking Native Reasoning for Optimization Modeling. CoRR Zhengyang Tang, Zihan Ye, Chenyu Huang, Xuhan Huang, Chengpeng Li, Sihang Li, Guanhua Chen, Ming Yan, Zizhuo Wang, Hongyuan Zha, Dayiheng Liu, Benyou Wang
2025	A*	`conf`	Can Audio Language Models Listen Between the Lines? A Study on Metaphorical Reasoning via Unspoken. ACM Multimedia Hongru Xiao, Xiang Li, Duyi Pan, Longfei Zhang, ZhixueSong ZhixueSong, Jiale Han, Songning Lai, Wenshuo Chen, Jing Tang, Benyou Wang
2025	—	`conf`	Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization. EMNLP (Findings) Zhengzhao Lai, Youbin Zheng, Zhenyang Cai, Haonan Lyu, Jingpu Yang, Hongqing Liang, Yan Hu, Benyou Wang
2025	J	`jnl`	Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization. CoRR Zhengzhao Lai, Youbin Zheng, Zhenyang Cai, Haonan Lyu, Jinpu Yang, Hongqing Liang, Yan Hu, Benyou Wang
2025	—	`conf`	CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis. ACL (Findings) Junying Chen, Chi Gui, Anningzhe Gao, Ke Ji, Xidong Wang, Xiang Wan, Benyou Wang
2025	J	`jnl`	CoRT: Code-integrated Reasoning within Thinking. CoRR Chengpeng Li, Zhengyang Tang, Ziniu Li, Mingfeng Xue, Keqin Bao, Tian Ding, Ruoyu Sun, Benyou Wang, Xiang Wang, Junyang Lin, Dayiheng Liu
2025	—	`conf`	DRBO: Mitigating Short Board Effect via Dynamic Reward Balancing in Multi-reward LLM Optimization. EMNLP (Findings) Nuo Chen, Yufei Gao, Yongnan Jin, Yan Hu, Anningzhe Gao, Lingyong Yan, Benyou Wang
2025	J	`jnl`	Decoding the Ear: A Framework for Objectifying Expressiveness from Human Preference Through Efficient Alignment. CoRR Zhiyu Lin, Jingwen Yang, Jiale Zhao, Meng Liu, Sunzhu Li, Benyou Wang
2025	J	`jnl`	DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry. CoRR Zhenyang Cai, Jiaming Zhang, Junjie Zhao, Ziyi Zeng, Yanchao Li, Jingyi Liang, Junying Chen, Yunjin Yang, Jiajun You, Shuzhi Deng, Tongfei Wang, Wanting Chen, Chunxiu Hao, Ruiqi Xie, Zhenwei Wen, Xiangyi Feng, Zou Ting, Jin Zou Lin, Jianquan Li, Guangjun Yu, Liangyi Chen, Junwen Wang, Shan Jiang, Benyou Wang
2025	J	`jnl`	DialogueLLM: Context and emotion knowledge-tuned large language models for emotion recognition in conversations. Neural Networks Yazhou Zhang, Mengyao Wang, Youxi Wu, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin
2025	J	`jnl`	Does higher interpretability imply better utility? A Pairwise Analysis on Sparse Autoencoders. CoRR Xu Wang, Yan Hu, Benyou Wang, Difan Zou
2025	J	`jnl`	EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models. CoRR Li Zhou, Lutong Yu, You Lyu, Yihang Lin, Zefeng Zhao, Junyi Ao, Yuhao Zhang, Benyou Wang, Haizhou Li
2025	J	`jnl`	EchoX: Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs. CoRR Yuhao Zhang, Yuhao Du, Zhanchen Dai, Xiangnan Ma, Kaiqi Kou, Benyou Wang, Haizhou Li
2025	A*	`conf`	Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts. ICLR Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang
2025	J	`jnl`	Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks. CoRR Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Prayag Tiwari, Xiang Wan, Feng Jiang, Benyou Wang
2025	J	`jnl`	Enabling Scalable Oversight via Self-Evolving Critic. CoRR Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang, Tianyu Liu, Bowen Yu, Junyang Lin
2025	—	`conf`	Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging. ACL (1) Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang
2025	J	`jnl`	Federated Linear Dueling Bandits. CoRR Xuhan Huang, Yan Hu, Zhiyan Li, Zhiyong Wang, Benyou Wang, Zhongxiang Dai
2025	A*	`conf`	From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test. EMNLP Xunlian Dai, Li Zhou, Benyou Wang, Haizhou Li
2025	J	`jnl`	From Word to World: Evaluate and Mitigate Culture Bias via Word Association Test. CoRR Xunlian Dai, Li Zhou, Benyou Wang, Haizhou Li
2025	J	`jnl`	FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion. CoRR Shunian Chen, Xinyuan Xie, Zheshu Chen, Liyan Zhao, Owen Lee, Zhan Su, Qilin Sun, Benyou Wang
2025	—	`conf`	Huatuo-26M, a Large-scale Chinese Medical QA Dataset. NAACL (Findings) Xidong Wang, Jianquan Li, Shunian Chen, Yuxuan Zhu, Xiangbo Wu, Zhiyi Zhang, Xiaolong Xu, Junying Chen, Jie Fu, Xiang Wan, Anningzhe Gao, Benyou Wang
2025	J	`jnl`	Human or LLM as Standardized Patients? A Comparative Study for Medical Education. CoRR Bingquan Zhang, Xiaoxiao Liu, Yuchi Wang, Lei Zhou, Qianqian Xie, Benyou Wang
2025	—	`conf`	Is Your LLM Outdated? A Deep Look at Temporal Generalization. NAACL (Long Papers) ChenghaoZhu ChenghaoZhu, Nuo Chen, Yufei Gao, Yunyi Zhang, Prayag Tiwari, Benyou Wang
2025	—	`conf`	LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages. NAACL (Findings) Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang
2025	J	`jnl`	Large Language Models for Outpatient Referral: Problem Definition, Benchmarking and Challenges. CoRR Xiaoxiao Liu, Qingying Xiao, Junying Chen, Xiangyi Feng, Xiangbo Wu, Bairui Zhang, Xiang Wan, Jian Chang, Guangjun Yu, Yan Hu, Benyou Wang
2025	J	`jnl`	Learning from Peers in Reasoning Models. CoRR Tongxu Luo, Wenyu Du, Jiaxi Bi, Stephen Chung, Zhengyang Tang, Hao Yang, Min Zhang, Benyou Wang
2025	B	`conf`	Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. COLING Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael X. Guan, Benyou Wang
2025	—	`conf`	Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. ACL (Findings) Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu
2025	J	`jnl`	Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. CoRR Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu
2025	—	`conf`	LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture. EMNLP (Findings) Xidong Wang, Dingjie Song, Shunian Chen, Junying Chen, Zhenyang Cai, Chen Zhang, Lichao Sun, Benyou Wang
2025	—	`conf`	MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria. NAACL (Long Papers) 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
2025	J	`jnl`	MTalk-Bench: Evaluating Speech-to-Speech Models in Multi-Turn Dialogues via Arena-style and Rubrics Protocols. CoRR Yuhao Du, Qianwei Huang, Guo Zhu, Zhanchen Dai, Sunian Chen, Qiming Zhu, Yuhao Zhang, Li Zhou, Benyou Wang
2025	J	`jnl`	MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos. CoRR Rongsheng Wang, Junying Chen, Ke Ji, Zhenyang Cai, Shunian Chen, Yunjin Yang, Benyou Wang
2025	A*	`conf`	Model Unlearning via Sparse Autoencoder Subspace Guided Projections. EMNLP Xu Wang, Zihao Li, Benyou Wang, Yan Hu, Difan Zou
2025	J	`jnl`	Model Unlearning via Sparse Autoencoder Subspace Guided Projections. CoRR Xu Wang, Zihao Li, Benyou Wang, Yan Hu, Difan Zou
2025	A*	`conf`	NavigateDiff: Visual Predictors are Zero-Shot Navigation Assistants. ICRA Yiran Qin, Ao Sun, Yuze Hong, Benyou Wang, Ruimao Zhang
2025	J	`jnl`	NavigateDiff: Visual Predictors are Zero-Shot Navigation Assistants. CoRR Yiran Qin, Ao Sun, Yuze Hong, Benyou Wang, Ruimao Zhang
2025	J	`jnl`	ORLM: A Customizable Framework in Training Large Models for Automated Optimization Modeling. Oper. Res. Chenyu Huang, Zhengyang Tang, Shixi Hu, Ruoqing Jiang, Xin Zheng, Dongdong Ge, Benyou Wang, Zizhuo Wang
2025	A*	`conf`	Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. ICLR 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
2025	A	`conf`	Periodical Moving Average Accelerates Gradient Accumulation for Post-Training. UAI Yumou Liu, An Li, Chaojie Li, Fei Yu, Benyou Wang
2025	J	`jnl`	QFFT, Question-Free Fine-Tuning for Adaptive Reasoning. CoRR Wanlong Liu, Junxiao Xu, Fei Yu, Yukang Lin, Ke Ji, Wenyu Chen, Yan Xu, Yasheng Wang, Lifeng Shang, Benyou Wang
2025	A*	`conf`	RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions. EMNLP Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang
2025	J	`jnl`	RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions. CoRR Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang
2025	J	`jnl`	Real-Time Verification of Embodied Reasoning for Generative Skill Acquisition. CoRR Bo Yue, Shuqi Guo, Kaiyu Hu, Chujiao Wang, Benyou Wang, Kui Jia, Guiliang Liu
2025	J	`jnl`	RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques. CoRR Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang, Tianyu Liu, Bowen Yu, Junyang Lin
2025	J	`jnl`	S2S-Arena, Evaluating Speech2Speech Protocols on Instruction Following with Paralinguistic Information. CoRR Feng Jiang, Zhiyu Lin, Fan Bu, Yuhao Du, Benyou Wang, Haizhou Li
2025	J	`jnl`	SRLAgent: Enhancing Self-Regulated Learning Skills through Gamification and LLM Assistance. CoRR Wentao Ge, Yuqing Sun, Ziyan Wang, Haoyue Zheng, Weiyang He, Piaohong Wang, Qianyu Zhu, Benyou Wang
2025	J	`jnl`	Scaling Flaws of Verifier-Guided Search in Mathematical Reasoning. CoRR Fei Yu, Yingru Li, Benyou Wang
2025	—	`conf`	Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. ACL (1) 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
2025	J	`jnl`	ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation. CoRR Junying Chen, Zhenyang Cai, Pengcheng Chen, Shunian Chen, Ke Ji, Xidong Wang, Yunjin Yang, Benyou Wang
2025	J	`jnl`	ShizhenGPT: Towards Multimodal LLMs for Traditional Chinese Medicine. CoRR Junying Chen, Zhenyang Cai, Zhiheng Liu, Yunjin Yang, Rongsheng Wang, Qingying Xiao, Xiangyi Feng, Zhan Su, Jing Guo, Xiang Wan, Guangjun Yu, Haizhou Li, Benyou Wang
2025	—	`conf`	Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning. NAACL (Long Papers) Junzhi Chen, Juhao Liang, Benyou Wang
2025	—	`conf`	Soundwave: Less is More for Speech-Text Alignment in LLMs. ACL (1) Yuhao Zhang, Zhiheng Liu, Fan Bu, Ruiyu Zhang, Benyou Wang, Haizhou Li
2025	J	`jnl`	Soundwave: Less is More for Speech-Text Alignment in LLMs. CoRR Yuhao Zhang, Zhiheng Liu, Fan Bu, Ruiyu Zhang, Benyou Wang, Haizhou Li
2025	J	`jnl`	Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. Trans. Mach. Learn. Res. Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
2025	J	`jnl`	TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis. CoRR Shunian Chen, Hejin Huang, Yexin Liu, Zihan Ye, Pengcheng Chen, Chenghao Zhu, Michael Guan, Rongsheng Wang, Junying Chen, Guanbin Li, Ser-Nam Lim, Harry Yang, Benyou Wang
2025	J	`jnl`	Teaching Language Models to Reason with Tools. CoRR Chengpeng Li, Zhengyang Tang, Ziniu Li, Mingfeng Xue, Keqin Bao, Tian Ding, Ruoyu Sun, Benyou Wang, Xiang Wang, Junyang Lin, Dayiheng Liu
2025	J	`jnl`	The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models. CoRR Ke Ji, Jiahao Xu, Tian Liang, Qiuzhi Liu, Zhiwei He, Xingyu Chen, Xiaoyuan Liu, Zhijie Wang, Junying Chen, Benyou Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025	J	`jnl`	Towards Assessing Medical Ethics from Knowledge to Practice. CoRR Chang Hong, Minghao Wu, Qingying Xiao, Yuchi Wang, Xiang Wan, Guangjun Yu, Benyou Wang, Yan Hu
2025	—	`conf`	Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems. ACL (Findings) Junying Chen, Zhenyang Cai, Ke Ji, Xidong Wang, Wanlong Liu, Rongsheng Wang, Benyou Wang
2025	A*	`conf`	Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis. ICML Xu Wang, Yan Hu, Wenyu Du, Reynold Cheng, Benyou Wang, Difan Zou
2025	J	`jnl`	Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis. CoRR Xu Wang, Yan Hu, Wenyu Du, Reynold Cheng, Benyou Wang, Difan Zou
2025	J	`jnl`	TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets. CoRR Yuzhe Yang, Yifei Zhang, Minghao Wu, Kaidi Zhang, Yunmiao Zhang, Honghai Yu, Yan Hu, Benyou Wang
2025	—	`conf`	UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models. NAACL (Findings) 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
2025	—	`conf`	UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models. NAACL (Findings) Ruoli Gan, Duanyu Feng, Chen Zhang, Zhihang Lin, Haochen Jia, Hao Wang, Zhenyang Cai, Lei Cui, Qianqian Xie, Jimin Huang, Benyou Wang
2025	J	`jnl`	Uncertainty-Aware Search and Value Models: Mitigating Search Scaling Flaws in LLMs. CoRR Fei Yu, Yingru Li, Benyou Wang
2025	—	`conf`	Unlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation. ACL (Findings) Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang
2025	J	`jnl`	Video-R1: Reinforcing Video Reasoning in MLLMs. CoRR Kaituo Feng, Kaixiong Gong, Bohao Li, Zonghao Guo, Yibing Wang, Tianshuo Peng, Benyou Wang, Xiangyu Yue
2025	J	`jnl`	WaveMind: Towards a Conversational EEG Foundation Model Aligned to Textual and Visual Modalities. CoRR Ziyi Zeng, Zhenyang Cai, Yixi Cai, Xidong Wang, Junying Chen, Rongsheng Wang, Yipeng Liu, Siqi Cai, Benyou Wang, Zhiguo Zhang, Haizhou Li
2024	J	`jnl`	A Survey of Quantum-cognitively Inspired Sentiment Analysis Models. ACM Comput. Surv. Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
2024	J	`jnl`	ALLaVA: Harnessing GPT4V-synthesized Data for A Lite Vision-Language Model. CoRR Guiming Hardy Chen, Shunian Chen, Ruifei Zhang, Junying Chen, Xiangbo Wu, Zhiyi Zhang, Zhihong Chen, Jianquan Li, Xiang Wan, Benyou Wang
2024	J	`jnl`	AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information? CoRR Kaixiong Gong, Kaituo Feng, Bohao Li, Yibing Wang, Mofan Cheng, Shijia Yang, Jiaming Han, Benyou Wang, Yutong Bai, Zhuoran Yang, Xiangyu Yue
2024	—	`conf`	AceGPT, Localizing Large Language Models in Arabic. NAACL-HLT 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
2024	A*	`conf`	Alignment at Pre-training! Towards Native Alignment for Arabic LLMs. NeurIPS Juhao Liang, Zhenyang Cai, Jianqing Zhu, Huang Huang, Kewei Zong, Bang An, Mosen Alharthi, Juncai He, Lian Zhang, Haizhou Li, Benyou Wang, Jinchao Xu
2024	J	`jnl`	Alignment at Pre-training! Towards Native Alignment for Arabic LLMs. CoRR Juhao Liang, Zhenyang Cai, Jianqing Zhu, Huang Huang, Kewei Zong, Bang An, Mosen Alharthi, Juncai He, Lian Zhang, Haizhou Li, Benyou Wang, Jinchao Xu
2024	J	`jnl`	Apollo: An Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People. CoRR Xidong Wang, Nuo Chen, Junyin Chen, Yan Hu, Yidong Wang, Xiangbo Wu, Anningzhe Gao, Xiang Wan, Haizhou Li, Benyou Wang
2024	J	`jnl`	Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement. CoRR Zihao Cheng, Li Zhou, Feng Jiang, Benyou Wang, Haizhou Li
2024	J	`jnl`	BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement. CoRR Yuhao Du, Shunian Chen, Wenbo Zan, Peizhao Li, Mingxuan Wang, Dingjie Song, Bo Li, Yan Hu, Benyou Wang
2024	—	`conf`	Boosting Protein Language Models with Negative Sample Mining. ECML/PKDD (10) Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu
2024	J	`jnl`	Boosting Protein Language Models with Negative Sample Mining. CoRR Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu
2024	J	`jnl`	Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination. CoRR Dingjie Song, Sicheng Lai, Shunian Chen, Lichao Sun, Benyou Wang
2024	—	`conf`	CMB: A Comprehensive Medical Benchmark in Chinese. NAACL-HLT Xidong Wang, Guiming Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Junying Chen, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li
2024	J	`jnl`	CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis. CoRR Junying Chen, Chi Gui, Anningzhe Gao, Ke Ji, Xidong Wang, Xiang Wan, Benyou Wang
2024	J	`jnl`	Document-level Relation Extraction with Relation Correlations. Neural Networks Ridong Han, Tao Peng, Benyou Wang, Lu Liu, Prayag Tiwari, Xiang Wan
2024	J	`jnl`	Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts. CoRR Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang
2024	J	`jnl`	Evaluating LLMs at Evaluating Temporal Generalization. CoRR Chenghao Zhu, Nuo Chen, Yufei Gao, Benyou Wang
2024	—	`conf`	Exploring the Potential of Dense Information in Multimodal Alignment. ACL (Findings) Zhiyuan Fan, Zhihong Chen, Benyou Wang
2024	J	`jnl`	Few-Shot Class-Incremental Learning for Medical Time Series Classification. IEEE J. Biomed. Health Informatics Le Sun, Mingyang Zhang, Benyou Wang, Prayag Tiwari
2024	A*	`conf`	FinBen: A Holistic Financial Benchmark for Large Language Models. NeurIPS Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
2024	A*	`conf`	GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI. NeurIPS Pengcheng Chen, Jin Ye, Guoan Wang, Yanjun Li, Zhongying Deng, Wei Li, Tianbin Li, Haodong Duan, Ziyan Huang, Yanzhou Su, Benyou Wang, Shaoting Zhang, Bin Fu, Jianfei Cai, Bohan Zhuang, Eric J. Seibel, Junjun He, Yu Qiao
2024	J	`jnl`	GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI. CoRR Pengcheng Chen, Jin Ye, Guoan Wang, Yanjun Li, Zhongying Deng, Wei Li, Tianbin Li, Haodong Duan, Ziyan Huang, Yanzhou Su, Benyou Wang, Shaoting Zhang, Bin Fu, Jianfei Cai, Bohan Zhuang, Eric J. Seibel, Junjun He, Yu Qiao
2024	J	`jnl`	HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. CoRR Junying Chen, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Hardy Chen, Xidong Wang, Ruifei Zhang, Zhenyang Cai, Ke Ji, Guangjun Yu, Xiang Wan, Benyou Wang
2024	J	`jnl`	HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs. CoRR Junying Chen, Zhenyang Cai, Ke Ji, Xidong Wang, Wanlong Liu, Rongsheng Wang, Jianye Hou, Benyou Wang
2024	A*	`conf`	Humans or LLMs as the Judge? A Study on Judgement Bias. EMNLP Guiming Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang
2024	J	`jnl`	Humans or LLMs as the Judge? A Study on Judgement Biases. CoRR Guiming Hardy Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang
2024	J	`jnl`	LLMs Could Autonomously Learn Without External Supervision. CoRR Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang
2024	J	`jnl`	LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them. CoRR Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Xiang Wan, Feng Jiang, Benyou Wang
2024	J	`jnl`	Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. CoRR Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael Guan, Benyou Wang
2024	J	`jnl`	LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture. CoRR Xidong Wang, Dingjie Song, Shunian Chen, Chen Zhang, Benyou Wang
2024	J	`jnl`	Mamo: a Mathematical Modeling Benchmark with Solvers. CoRR Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang
2024	A*	`conf`	MathScale: Scaling Instruction Tuning for Mathematical Reasoning. ICML Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei
2024	J	`jnl`	MathScale: Scaling Instruction Tuning for Mathematical Reasoning. CoRR Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei
2024	J	`jnl`	MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. Big Data Min. Anal. Mianxin Liu, Weiguo Hu, Jinru Ding, Jie Xu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang
2024	J	`jnl`	MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. CoRR Mianxin Liu, Jinru Ding, Jie Xu, Weiguo Hu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang
2024	J	`jnl`	MileBench: Benchmarking MLLMs in Long Context. CoRR Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang
2024	J	`jnl`	Mixture of Experts Using Tensor Products. CoRR Zhan Su, Fengran Mo, Prayag Tiwari, Benyou Wang, Jian-Yun Nie, Jakob Grue Simonsen
2024	J	`jnl`	Mixture of Latent Experts Using Tensor Products. Trans. Mach. Learn. Res. Zhan Su, Fengran Mo, Prayag Tiwari, Benyou Wang, Qiuchi Li, Jian-Yun Nie, Jakob Grue Simonsen
2024	J	`jnl`	MotionLLM: Understanding Human Behaviors from Human Motions and Videos. CoRR Ling-Hao Chen, Shunlin Lu, Ailing Zeng, Hao Zhang, Benyou Wang, Ruimao Zhang, Lei Zhang
2024	J	`jnl`	Natural Language Reasoning, A Survey. ACM Comput. Surv. Fei Yu, Hongbo Zhang, Prayag Tiwari, Benyou Wang
2024	J	`jnl`	No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks. CoRR Gang Hu, Ke Qin, Chenhan Yuan, Min Peng, Alejandro Lopez-Lira, Benyou Wang, Sophia Ananiadou, Wanlong Yu, Jimin Huang, Qianqian Xie
2024	J	`jnl`	ORLM: Training Large Language Models for Optimization Modeling. CoRR Zhengyang Tang, Chenyu Huang, Xin Zheng, Shixi Hu, Zizhuo Wang, Dongdong Ge, Benyou Wang
2024	—	`conf`	OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning. NAACL-HLT (Findings) Fei Yu, Anningzhe Gao, Benyou Wang
2024	J	`jnl`	Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models. CoRR 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
2024	J	`jnl`	On Elastic Language Models. ACM Trans. Inf. Syst. Chen Zhang, Benyou Wang, Dawei Song
2024	J	`jnl`	On the Compositional Generalization of Multimodal LLMs for Medical Imaging. CoRR Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang
2024	J	`jnl`	Online Training of Large Language Models: Learn while chatting. CoRR Juhao Liang, Ziwei Wang, Zhuoheng Ma, Jianquan Li, Zhiyi Zhang, Xiangbo Wu, Benyou Wang
2024	J	`jnl`	Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. CoRR Qianqian Xie, Dong Li, Mengxi Xiao, Zihao Jiang, Ruoyu Xiang, Xiao Zhang, Zhengyu Chen, Yueru He, Weiguang Han, Yuzhe Yang, Shunian Chen, Yifei Zhang, Lihang Shen, Daniel S. Kim, Zhiwei Liu, Zheheng Luo, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Zhiyuan Yao, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Yilun Zhao, Yitao Long, Guojun Xiong, Kaleb E. Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jianyun Nie, Jordan W. Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, Sophia Ananiadou
2024	—	`conf`	PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator. ACL (1) Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang
2024	J	`jnl`	Pre-trained Language Models in Biomedical Domain: A Systematic Survey. ACM Comput. Surv. Benyou Wang, Qianqian Xie, Jiahuan Pei, Zhihong Chen, Prayag Tiwari, Zhao Li, Jie Fu
2024	J	`jnl`	Pushing The Limit of LLM Capacity for Text Classification. CoRR Yazhou Zhang, Mengyao Wang, Chenyu Ren, Qiuchi Li, Prayag Tiwari, Benyou Wang, Jing Qin
2024	J	`jnl`	Rethinking The Uniformity Metric in Self-Supervised Learning. CoRR Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang
2024	A*	`conf`	Rethinking the Uniformity Metric in Self-Supervised Learning. ICLR Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang
2024	J	`jnl`	Roadmap towards Superhuman Speech Understanding using Large Language Models. CoRR Fan Bu, Yuhao Zhang, Xidong Wang, Benyou Wang, Qun Liu, Haizhou Li
2024	J	`jnl`	Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. CoRR Jianqing Zhu, Huang Huang, Zhihang Lin, Juhao Liang, Zhengyang Tang, Khalid Almubarak, Abdulmohsen Alharthik, Bang An, Juncai He, Xiangbo Wu, Fei Yu, Junying Chen, Zhuoheng Ma, Yuhao Du, He Zhang, Emad A. Alghamdi, Lian Zhang, Ruoyu Sun, Haizhou Li, Benyou Wang, Jinchao Xu
2024	J	`jnl`	Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning. CoRR Junzhi Chen, Juhao Liang, Benyou Wang
2024	J	`jnl`	Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation. ACM Trans. Inf. Syst. Zhongwei Wan, Xin Liu, Benyou Wang, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang
2024	J	`jnl`	Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
2024	J	`jnl`	The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
2024	A*	`conf`	Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. EMNLP Junying Chen, Chi Gui, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Chen, Xidong Wang, Zhenyang Cai, Ke Ji, Xiang Wan, Benyou Wang
2024	J	`jnl`	UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models. CoRR 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
2024	A*	`conf`	VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. EMNLP Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu
2024	J	`jnl`	VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. CoRR Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu
2023	J	`jnl`	A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models. CoRR Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
2023	J	`jnl`	A Survey on Biomedical Text Summarization with Pre-trained Language Model. CoRR Qianqian Xie, Zheheng Luo, Benyou Wang, Sophia Ananiadou
2023	J	`jnl`	AceGPT, Localizing Large Language Models in Arabic. CoRR Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Abdulmohsen Alharthi, Bang An, Ziche Liu, Zhiyi Zhang, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu
2023	J	`jnl`	Adapting Pre-trained Language Models for Quantum Natural Language Processing. CoRR Qiuchi Li, Benyou Wang, Yudong Zhu, Christina Lioma, Qun Liu
2023	J	`jnl`	CMB: A Comprehensive Medical Benchmark in Chinese. CoRR Xidong Wang, Guiming Hardy Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li
2023	A*	`conf`	CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations. NeurIPS Yazhou Zhang, Yang Yu, Qing Guo, Benyou Wang, Dongming Zhao, Sagar Uprety, Dawei Song, Qiuchi Li, Jing Qin
2023	—	`conf`	Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk. ACL (1) Jianquan Li, Xiangbo Wu, Xiaokang Liu, Qianqian Xie, Prayag Tiwari, Benyou Wang
2023	J	`jnl`	DialogueLLM: Context and Emotion Knowledge-Tuned LLaMA Models for Emotion Recognition in Conversations. CoRR Yazhou Zhang, Mengyao Wang, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin
2023	A*	`conf`	Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary. AAAI Xiaokang Liu, Jianquan Li, Jingjing Mu, Min Yang, Ruifeng Xu, Benyou Wang
2023	J	`jnl`	Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary. CoRR Xiaokang Liu, Jianquan Li, Jingjing Mu, Min Yang, Ruifeng Xu, Benyou Wang
2023	J	`jnl`	Huatuo-26M, a Large-scale Chinese Medical QA Dataset. CoRR Jianquan Li, Xidong Wang, Xiangbo Wu, Zhiyi Zhang, Xiaolong Xu, Jie Fu, Prayag Tiwari, Xiang Wan, Benyou Wang
2023	—	`conf`	HuatuoGPT, Towards Taming Language Model to Be a Doctor. EMNLP (Findings) 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
2023	J	`jnl`	HuatuoGPT, towards Taming Language Model to Be a Doctor. CoRR Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Jianquan Li, Guiming Chen, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li
2023	J	`jnl`	HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs. CoRR Junying Chen, Xidong Wang, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Dingjie Song, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang
2023	J	`jnl`	Injecting Knowledge into Biomedical Pre-trained Models via Polymorphism and Synonymous Substitution. CoRR Hongbo Zhang, Xiang Wan, Benyou Wang
2023	J	`jnl`	Is Information Extraction Solved by ChatGPT? An Analysis of Performance, Evaluation Criteria, Robustness and Errors. CoRR Ridong Han, Tao Peng, Chaohao Yang, Benyou Wang, Lu Liu, Xiang Wan
2023	J	`jnl`	Large Language Model as a User Simulator. CoRR Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang
2023	—	`conf`	Lifting the Curse of Capacity Gap in Distilling Language Models. ACL (1) Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song
2023	J	`jnl`	Lifting the Curse of Capacity Gap in Distilling Language Models. CoRR Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song
2023	J	`jnl`	MLLM-Bench, Evaluating Multi-modal LLMs using GPT-4V. CoRR Wentao Ge, Shunian Chen, Guiming Chen, Junying Chen, Zhihong Chen, Shuo Yan, Chenghao Zhu, Ziyue Lin, Wenya Xie, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang
2023	A*	`conf`	Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. NeurIPS Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci
2023	J	`jnl`	Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. CoRR Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci
2023	J	`jnl`	Modular Retrieval for Generalization and Interpretation. CoRR Juhao Liang, Chen Zhang, Zhengyang Tang, Jie Fu, Dawei Song, Benyou Wang
2023	J	`jnl`	Nature Language Reasoning, A Survey. CoRR Fei Yu, Hongbo Zhang, Benyou Wang
2023	J	`jnl`	On Elastic Language Models. CoRR Chen Zhang, Benyou Wang, Dawei Song
2023	—	`conf`	On the Difference of BERT-style and CLIP-style Text Encoders. ACL (Findings) Zhihong Chen, Guiming Chen, Shizhe Diao, Xiang Wan, Benyou Wang
2023	J	`jnl`	On the Difference of BERT-style and CLIP-style Text Encoders. CoRR Zhihong Chen, Guiming Hardy Chen, Shizhe Diao, Xiang Wan, Benyou Wang
2023	—	`conf`	One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. ACL (1) Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang
2023	J	`jnl`	Outcome-supervised Verifiers for Planning in Mathematical Reasoning. CoRR Fei Yu, Anningzhe Gao, Benyou Wang
2023	J	`jnl`	Phoenix: Democratizing ChatGPT across Languages. CoRR Zhihong Chen, Feng Jiang, Junying Chen, Tiannan Wang, Fei Yu, Guiming Chen, Hongbo Zhang, Juhao Liang, Chen Zhang, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li
2023	J	`jnl`	Silkie: Preference Distillation for Large Visual Language Models. CoRR Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong
2023	A*	`conf`	Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. ICCV Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan
2023	J	`jnl`	Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. CoRR Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan
2023	J	`jnl`	Word Grounded Graph Convolutional Network. CoRR Zhibin Lu, Qianqian Xie, Benyou Wang, Jian-Yun Nie
2022	J	`jnl`	Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk. CoRR Benyou Wang, Xiangbo Wu, Xiaokang Liu, Jianquan Li, Prayag Tiwari, Qianqian Xie
2022	J	`jnl`	Complex-valued Neural Network-based Quantum Language Models. ACM Trans. Inf. Syst. Peng Zhang, Wenjie Hui, Benyou Wang, Donghao Zhao, Dawei Song, Christina Lioma, Jakob Grue Simonsen
2022	B	`conf`	DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. COLING Zhengyang Tang, Benyou Wang, Ting Yao
2022	J	`jnl`	DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. CoRR Zhengyang Tang, Benyou Wang, Ting Yao
2022	J	`jnl`	Document-level Relation Extraction with Relation Correlations. CoRR Ridong Han, Tao Peng, Benyou Wang, Lu Liu, Xiang Wan
2022	—	`conf`	Doge Tickets: Uncovering Domain-General Language Models by Playing Lottery Tickets. NLPCC (1) Yi Yang, Chen Zhang, Benyou Wang, Dawei Song
2022	J	`jnl`	Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets. CoRR Yi Yang, Chen Zhang, Benyou Wang, Dawei Song
2022	J	`jnl`	Exploring Extreme Parameter Compression for Pre-trained Language Models. CoRR Yuxin Ren, Benyou Wang, Lifeng Shang, Xin Jiang, Qun Liu
2022	A*	`conf`	Exploring extreme parameter compression for pre-trained language models. ICLR Benyou Wang, Yuxin Ren, Lifeng Shang, Xin Jiang, Qun Liu
2022	A*	`conf`	Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation. EMNLP Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang, Victor Junqiu Wei, Xin Jiang
2022	A*	`conf`	MorphTE: Injecting Morphology in Tensorized Embeddings. NeurIPS Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang
2022	J	`jnl`	MorphTE: Injecting Morphology in Tensorized Embeddings. CoRR Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang
2022	J	`jnl`	Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation. CoRR Zhongwei Wan, Benyou Wang, Xin Liu, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang
2021	J	`jnl`	CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations. IEEE Trans. Fuzzy Syst. Yazhou Zhang, Yaochen Liu, Qiuchi Li, Prayag Tiwari, Benyou Wang, Yuhua Li, Hari Mohan Pandey, Peng Zhang, Dawei Song
2021	—	`conf`	Exploration of University Students' Mobility Behavior on Campus. CONF-CDS Benyou Wang, Sihai Zhang, Xia Peng, Li Gu
2021	A*	`conf`	On Position Embeddings in BERT. ICLR Benyou Wang, Lifeng Shang, Christina Lioma, Xin Jiang, Hao Yang, Qun Liu, Jakob Grue Simonsen
2021	J	`jnl`	Pre-trained Language Models in Biomedical Domain: A Systematic Survey. CoRR Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie Fu
2021	—	`conf`	Sequential Modeling in Vector Space. IIR Benyou Wang, Emanuele Di Buccio, Massimo Melucci
2021	—	`conf`	What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability. EMNLP (Findings) Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song
2021	A*	`conf`	Word2Fun: Modelling Words as Functions for Diachronic Word Representation. NeurIPS Benyou Wang, Emanuele Di Buccio, Massimo Melucci
2020	—	`conf`	A Multi-task Learning Framework for Opinion Triplet Extraction. EMNLP (Findings) Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang
2020	J	`jnl`	A Multi-task Learning Framework for Opinion Triplet Extraction. CoRR Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang
2020	J	`jnl`	A distant supervision method based on paradigmatic relations for learning word embeddings. Neural Comput. Appl. Jianquan Li, Renfen Hu, Xiaokang Liu, Prayag Tiwari, Hari Mohan Pandey, Wei Chen, Benyou Wang, Yaohong Jin, Kaicheng Yang
2020	A*	`conf`	Encoding word order in complex embeddings. ICLR Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen
2020	J	`jnl`	Leveraging Long and Short-Term Information in Content-Aware Movie Recommendation via Adversarial Training. IEEE Trans. Cybern. Wei Zhao, Benyou Wang, Min Yang, Jianbo Ye, Zhou Zhao, Xiaojun Chen, Ying Shen
2020	A	`conf`	Meta-Learning for Neural Relation Classification with Distant Supervision. CIKM Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li
2020	J	`jnl`	Meta-Learning for Neural Relation Classification with Distant Supervision. CoRR Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li
2020	—	`conf`	University of Padova @ DIACR-Ita (short paper). EVALITA Benyou Wang, Emanuele Di Buccio, Massimo Melucci
2019	—	`conf`	CNM: An Interpretable Complex-valued Network for Matching. NAACL-HLT (1) Qiuchi Li, Benyou Wang, Massimo Melucci
2019	J	`jnl`	CNM: An Interpretable Complex-valued Network for Matching. CoRR Qiuchi Li, Benyou Wang, Massimo Melucci
2019	J	`jnl`	Detection of Network Intrusion Threat Based on the Probabilistic Neural Network Model. Inf. Technol. Control. Benyou Wang, Li Gu
2019	A*	`conf`	Dynamic Content Monitoring and Exploration using Vector Spaces. SIGIR Benyou Wang
2019	J	`jnl`	Encoding word order in complex embeddings. CoRR Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen
2019	A*	`conf`	Semantic Hilbert Space for Text Representation Learning. WWW Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
2019	J	`jnl`	Semantic Hilbert Space for Text Representation Learning. CoRR Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
2018	A*	`conf`	A Multi-task Learning Approach for Image Captioning. IJCAI Wei Zhao, Benyou Wang, Jianbo Ye, Min Yang, Zhou Zhao, Ruotian Luo, Yu Qiao
2018	A	`conf`	A Quantum Many-body Wave Function Inspired Language Modeling Approach. CIKM Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song
2018	J	`jnl`	A Quantum Many-body Wave Function Inspired Language Modeling Approach. CoRR Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song
2018	J	`jnl`	A quantum-inspired multimodal sentiment analysis framework. Theor. Comput. Sci. Yazhou Zhang, Dawei Song, Peng Zhang, Panpan Wang, Jingfei Li, Xiang Li, Benyou Wang
2018	J	`jnl`	Detection of subtype blood cells using deep learning. Cogn. Syst. Res. Prayag Tiwari, Jia Qian, Qiuchi Li, Benyou Wang, Deepak Gupta, Ashish Khanna, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
2018	A*	`conf`	End-to-End Quantum-like Language Models with Application to Question Answering. AAAI Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, Dawei Song
2018	—	`conf`	Full Cycle Campus Life of College Students: A Big Data Case in China. BigComp Benyou Wang, Kaihe Deng, Weiwei Wei, Sihai Zhang, Wuyang Zhou, Shui Yu
2018	A*	`conf`	PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training. IJCAI Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Xiaojun Chen
2018	—	`conf`	Quantum-Inspired Complex Word Embedding. Rep4NLP@ACL Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song
2018	J	`jnl`	Quantum-inspired Complex Word Embedding. CoRR Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song
2018	J	`jnl`	TextZoo, a New Benchmark for Reconsidering Text Classification. CoRR Benyou Wang, Li Wang, Qikang Wei
2017	—	`conf`	Enhanced Embedding Based Attentive Pooling Network for Answer Selection. NLPCC Zhan Su, Benyou Wang, Jiabin Niu, Shuchang Tao, Peng Zhang, Dawei Song
2017	—	`conf`	How Users Select Query Suggestions Under Different Satisfaction States? CCIR Zhenguo Shang, Jingfei Li, Peng Zhang, Dawei Song, Benyou Wang
2017	A*	`conf`	IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. SIGIR Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang
2017	J	`jnl`	IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. CoRR Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang
2017	J	`jnl`	Learning to diversify web search results with a Document Repulsion Model. Inf. Sci. Jingfei Li, Yue Wu, Peng Zhang, Dawei Song, Benyou Wang
2017	J	`jnl`	Leveraging Long and Short-term Information in Content-aware Movie Recommendation. CoRR Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Zhou Zhao, Xiaojun Chen
2017	J	`jnl`	Regularizing Neural Networks via Retaining Confident Connections. Entropy Shengnan Zhang, Yuexian Hou, Benyou Wang, Dawei Song
2016	—	`conf`	A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features. NLPCC/ICCPOL Benyou Wang, Jiabin Niu, Liqun Ma, Yuhua Zhang, Lipeng Zhang, Jingfei Li, Peng Zhang, Dawei Song
2016	J	`jnl`	A Quantum Query Expansion Approach for Session Search. Entropy Peng Zhang, Jingfei Li, Benyou Wang, Xiaozhao Zhao, Dawei Song, Yuexian Hou, Massimo Melucci
2016	J	`jnl`	Exploration of Quantum Interference in Document Relevance Judgement Discrepancy. Entropy Benyou Wang, Peng Zhang, Jingfei Li, Dawei Song, Yuexian Hou, Zhenguo Shang
2015	A	`conf`	A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling. CIKM Yongqiang Chen, Peng Zhang, Dawei Song, Benyou Wang