Recognizing Entailment and Contradiction by Tree-based Convolution. - Lili Mou; Rui Men; Ge Li 001; Yan Xu 013; Lu Zhang 023; Rui Yan 001; Zhi Jin (CoRR, 2015)

On End-to-End Program Generation from User Intention by Deep Neural Networks. - Lili Mou; Rui Men; Ge Li 001; Lu Zhang 023; Zhi Jin (CoRR, 2015)

Natural Language Inference by Tree-Based Convolution and Heuristic Matching. - Lili Mou; Rui Men; Ge Li 001; Yan Xu 013; Lu Zhang 023; Rui Yan 001; Zhi Jin (ACL (2), 2016)

Deep-AutoCoder: Learning to Complete Code Precisely with Induced Code Tokens. - Xing Hu 008; Rui Men; Ge Li 001; Zhi Jin (COMPSAC (1), 2019)

Learning Relation Alignment for Calibrated Cross-modal Retrieval. - Shuhuai Ren; Junyang Lin; Guangxiang Zhao; Rui Men; An Yang; Jingren Zhou 001; Xu Sun 001; Hongxia Yang (ACL/IJCNLP (1), 2021)

M6: Multi-Modality-to-Multi-Modality Multitask Mega-transformer for Unified Pretraining. - Junyang Lin; Rui Men; An Yang; Chang Zhou; Yichang Zhang; Peng Wang 028; Jingren Zhou 001; Jie Tang 001; Hongxia Yang (KDD, 2021)

UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis. - Zhu Zhang; Jianxin Ma; Chang Zhou; Rui Men; Zhikang Li; Ming Ding 004; Jie Tang 001; Jingren Zhou 001; Hongxia Yang (NeurIPS, 2021)

M6: A Chinese Multimodal Pretrainer. - Junyang Lin; Rui Men; An Yang; Chang Zhou; Ming Ding 004; Yichang Zhang; Peng Wang 028; Ang Wang; Le Jiang; Xianyan Jia; Jie Zhang 078; Jianwei Zhang 012; et al. (CoRR, 2021)

Exploring Sparse Expert Models and Beyond. - An Yang; Junyang Lin; Rui Men; Chang Zhou; Le Jiang; Xianyan Jia; Ang Wang; Jie Zhang 078; Jiamang Wang; Yong Li 020; Di Zhang; Wei Lin 016; et al. (CoRR, 2021)

OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework. - Peng Wang 028; An Yang; Rui Men; Junyang Lin; Shuai Bai; Zhikang Li; Jianxin Ma; Chang Zhou; Jingren Zhou 001; Hongxia Yang (ICML, 2022)

Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework. - Peng Wang 028; An Yang; Rui Men; Junyang Lin; Shuai Bai; Zhikang Li; Jianxin Ma; Chang Zhou; Jingren Zhou 001; Hongxia Yang (CoRR, 2022)

Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese. - An Yang; Junshu Pan; Junyang Lin; Rui Men; Yichang Zhang; Jingren Zhou 001; Chang Zhou (CoRR, 2022)

OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models. - Jinze Bai; Rui Men; Hao Yang 006; Xuancheng Ren; Kai Dang; Yichang Zhang; Xiaohuan Zhou; Peng Wang 028; Sinan Tan; An Yang; Zeyu Cui; Yu Han; et al. (CoRR, 2022)

Blockchain-Based Incentive-Compatible Reputation Management System in Vehicular Networks. - Rui Men; Xiumei Fan; Xuguang Yang (Inf. Resour. Manag. J., 2022)

Qwen Technical Report. - Jinze Bai; Shuai Bai; Yunfei Chu; Zeyu Cui; Kai Dang; Xiaodong Deng; Yang Fan; Wenbin Ge; Yu Han; Fei Huang 005; Binyuan Hui; Luo Ji; et al. (CoRR, 2023)

Multi-Objective Optimization Method for Signalized Intersections in Intelligent Traffic Network. - Xinghui Zhang; Xiumei Fan; Shunyuan Yu; Axida Shan; Rui Men (Sensors, 2023)

Dynamic Selfish Node Detection With Link Quality Consideration in Vehicular Networks. - Axida Shan; Xiumei Fan; Celimuge Wu; Xinghui Zhang; Rui Men (IEEE Trans. Veh. Technol., 2023)

Fuzzy Logic Based Binary Computation Offloading Scheme in V2X Communication Networks. - Rui Men; Xiumei Fan; Axida Shan; Gang Yuan (IEEE Access, 2024)

Mobility-aware parallel offloading and resource allocation scheme for vehicular edge computing. - Rui Men; Xiumei Fan; Kok-Lim Alvin Yau; Axida Shan; Yan Xiao (Ad Hoc Networks, 2024)

Boosting Large-scale Parallel Training Efficiency with C4: A Communication-Driven Approach. - Jianbo Dong; Bin Luo; Jun Zhang; Pengcheng Zhang; Fei Feng; Yikai Zhu; Ang Liu; Zian Chen; Yi Shi; Hairong Jiao; Gang Lu; Yu Guan; et al. (CoRR, 2024)

Qwen2 Technical Report. - An Yang; Baosong Yang; Binyuan Hui; Bo Zheng 007; Bowen Yu 002; Chang Zhou; Chengpeng Li 001; Chengyuan Li; Dayiheng Liu; Fei Huang 005; Guanting Dong; Haoran Wei; et al. (CoRR, 2024)

Qwen2.5-Coder Technical Report. - Binyuan Hui; Jian Yang 003; Zeyu Cui; Jiaxi Yang; Dayiheng Liu; Lei Zhang 201; Tianyu Liu 001; Jiajun Zhang; Bowen Yu 002; Kai Dang; An Yang; Rui Men; et al. (CoRR, 2024)

Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution. - Peng Wang 028; Shuai Bai; Sinan Tan; Shijie Wang 007; Zhihao Fan; Jinze Bai; Keqin Chen; Xuejing Liu; Jialin Wang; Wenbin Ge; Yang Fan; Kai Dang; et al. (CoRR, 2024)

Qwen2.5 Technical Report. - An Yang; Baosong Yang; Beichen Zhang; Binyuan Hui; Bo Zheng 007; Bowen Yu 002; Chengyuan Li; Dayiheng Liu; Fei Huang 005; Haoran Wei; Huan Lin; Jian Yang 003; et al. (CoRR, 2024)

Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks. - Rui Men; Xiumei Fan; Kok-Lim Alvin Yau; Axida Shan; Gang Yuan (IEEE Trans. Netw. Sci. Eng., 2024)

HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning. - Xiaoyuan Li; Moxin Li; Rui Men; Yichang Zhang; Keqin Bao; Wenjie Wang 007; Fuli Feng; Dayiheng Liu; Junyang Lin (ACL (Findings), 2025)

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models. - Zihan Qiu; Zeyu Huang; Bo Zheng 007; Kaiyue Wen; Zekun Wang; Rui Men; Ivan Titov 001; Dayiheng Liu; Jingren Zhou 001; Junyang Lin (ACL (1), 2025)

A Multidimensional Study and Analysis of Satisfaction with Intangible Cultural Heritage IP Co-Branded Products Based on Multi-Source Data. - Jie Dong; Xinru Li; Rui Men (CNIOT, 2025)

Enhancing Large-Scale AI Training Efficiency: The C4 Solution for Real-Time Anomaly Detection and Communication Optimization. - Jianbo Dong; Bin Luo; Jun Zhang; Pengcheng Zhang; Fei Feng; Yikai Zhu; Ang Liu; Zian Chen; Yi Shi; Hairong Jiao; Gang Lu; Yu Guan; et al. (HPCA, 2025)

Qwen2.5-1M Technical Report. - An Yang; Bowen Yu 002; Chengyuan Li; Dayiheng Liu; Fei Huang 005; Haoyan Huang; Jiandong Jiang; Jianhong Tu; Jianwei Zhang 012; Jingren Zhou 001; Junyang Lin; Kai Dang; et al. (CoRR, 2025)

Semantic communication based on bi-level routing attention in IoT environment. - Yan Xiao; Fan Xiumei; Kok-Lim Alvin Yau; Zhixin Xie; Rui Men (J. Supercomput., 2025)

Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free. - Zihan Qiu; Zekun Wang; Bo Zheng 007; Zeyu Huang; Kaiyue Wen; Songlin Yang; Rui Men; Le Yu; Fei Huang; Suozhi Huang; Dayiheng Liu; Jingren Zhou 001; et al. (CoRR, 2025)

Qwen3 Technical Report. - An Yang; Anfeng Li; Baosong Yang; Beichen Zhang; Binyuan Hui; Bo Zheng 007; Bowen Yu 002; Chang Gao; Chengen Huang; Chenxu Lv; Chujie Zheng; Dayiheng Liu; et al. (CoRR, 2025)

MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation. - Xiaoyuan Li; Keqin Bao; Yubo Ma; Moxin Li; Wenjie Wang 007; Rui Men; Yichang Zhang; Fuli Feng; Dayiheng Liu; Junyang Lin (CoRR, 2025)

Group Sequence Policy Optimization. - Chujie Zheng; Shixuan Liu; Mingze Li; Xiong-Hui Chen; Bowen Yu 002; Chang Gao; Kai Dang; Yuqiong Liu; Rui Men; An Yang; Jingren Zhou 001; Junyang Lin (CoRR, 2025)

MathOPEval: A Fine-grained Evaluation Benchmark for Visual Operations of MLLMs in Mathematical Reasoning. - Xiaoyuan Li; Moxin Li; Wenjie Wang 007; Rui Men; Yichang Zhang; Fuli Feng; Dayiheng Liu; Junyang Lin (CoRR, 2025)

A Review of Reinforcement Learning for Semantic Communications. - Xiao Yan; Fan Xiumei; Kok-Lim Alvin Yau; Zhixin Xie; Rui Men; Gang Yuan (J. Netw. Syst. Manag., 2025)