Mengdi Zhang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
32
Venues
17
Active years
2014–2026
Best venue rank
A*
Where they publish
Papers
32 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering? | Yuxuan Sun, Yuze Zhao, Yufeng Wang, Yao Du, Zhiyuan Ma, Jinbo Wang, Mengdi Zhang, Kai Zhang, Zhenya Huang |
| 2025 | AAAI | S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners. | Yuchen Yan, Jin Jiang, Yang Liu, Yixin Cao, Xin Xu, Mengdi Zhang, Xunliang Cai, Jian Shao |
| 2025 | ACL | Revisit Self-Debugging with Self-Generated Tests for Code Generation. | Xiancai Chen, Zhengwei Tao, Kechi Zhang, Changzhi Zhou, Xinyu Zhang, Wanli Gu, Yuanpeng He, Mengdi Zhang, Xunliang Cai, Haiyan Zhao, Zhi Jin |
| 2025 | ACL | LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning. | Jin Jiang, Yuchen Yan, Yang Liu, Jianing Wang, Shuai Peng, Xunliang Cai, Yixin Cao, Mengdi Zhang, Liangcai Gao |
| 2025 | ACL | The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights. | Yufang Liu, Yao Du, Tao Ji, Jianing Wang, Yang Liu, Yuanbin Wu, Aimin Zhou, Mengdi Zhang, Xunliang Cai |
| 2025 | EMNLP | Do Large Language Models excel in Complex Logical Reasoning with Formal Language? | Jin Jiang, Jianing Wang, Yuchen Yan, Yang Liu, Jianhua Zhu, Mengdi Zhang, Liangcai Gao |
| 2025 | EMNLP | Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning. | Jianing Wang, Jin Jiang, Yang Liu, Mengdi Zhang, Xunliang Cai |
| 2025 | EMNLP | SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs. | Xinyu Zhang, Changzhi Zhou, Linmei Hu, Luhao Zhang, Xiancai Chen, Haomin Fu, Yang Yang, Mengdi Zhang |
| 2025 | ICML | LLMScan: Causal Scan for LLM Misbehavior Detection. | Mengdi Zhang, Kai Kiat Goh, Peixin Zhang, Jun Sun, Lin Xin Rose, Hongyu Zhang |
| 2025 | IJCNN | Causal Analysis of Intellectual Complexity in Software Engineering. | Chunhao Li, Mengdi Zhang, Sijia Meng, Xuning Gao, Jialin Yu, Jianyuan Hu, Shuo Wang, Ricardo Silva, Bin Chen |
| 2024 | ACL | DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning. | Yejie Wang, Keqing He, Guanting Dong, Pei Wang, Weihao Zeng, Muxi Diao, Weiran Xu, Jingang Wang, Mengdi Zhang, Xunliang Cai |
| 2024 | EMNLP | How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data. | Yejie Wang, Keqing He, Dayuan Fu, Zhuoma Gongque, Heyang Xu, Yanxu Chen, Zhexu Wang, Yujia Fu, Guanting Dong, Muxi Diao, Jingang Wang, Mengdi Zhang, Xunliang Cai, Weiran Xu |
| 2024 | ICDE | CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks. | Yuanchen Bei, Hao Xu, Sheng Zhou, Huixuan Chi, Haishuai Wang, Mengdi Zhang, Zhao Li, Jiajun Bu |
| 2024 | IPIN | Empowering Bluetooth Angle of Arrival Positioning with Ultra-wideband for Industry 4.0. | Didi Zhou, Zhiheng Zhao, Wei Wu, Mengdi Zhang, Gangyan Xu, Min Zhang, George Q. Huang |
| 2024 | SDM | CAMLO: Cross-Attentive Multi-View Network for Long-Term Origin-Destination Flow Prediction. | Liang Wang, Hao Fu, Shu Wu, Qiang Liu, Xuelei Tan, Fangsheng Huang, Mengdi Zhang, Wei Wu |
| 2023 | CIKM | DPGN: Denoising Periodic Graph Network for Life Service Recommendation. | Hao Xu, Huixuan Chi, Danyang Liu, Sheng Zhou, Mengdi Zhang |
| 2023 | DASFAA | GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation. | Yongqiang Han, Likang Wu, Hao Wang, Guifeng Wang, Mengdi Zhang, Zhi Li, Defu Lian, Enhong Chen |
| 2023 | IJCAI | Intent-aware Recommendation via Disentangled Graph Contrastive Learning. | Yuling Wang, Xiao Wang, Xiangzhou Huang, Yanhua Yu, Haoyang Li, Mengdi Zhang, Zirui Guo, Wei Wu |
| 2023 | IJCAI | KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification. | Likang Wu, Junji Jiang, Hongke Zhao, Hao Wang, Defu Lian, Mengdi Zhang, Enhong Chen |
| 2023 | SIGIR | M2GNN: Metapath and Multi-interest Aggregated Graph Neural Network for Tag-based Cross-domain Recommendation. | Zepeng Huai, Yuji Yang, Mengdi Zhang, Zhongyi Zhang, Yichun Li, Wei Wu |
| 2022 | ACL | Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis. | Kai Zhang, Kun Zhang, Mengdi Zhang, Hongke Zhao, Qi Liu, Wei Wu, Enhong Chen |
| 2022 | CIKM | Knowledge Enhanced Multi-Interest Network for the Generation of Recommendation Candidates. | Danyang Liu, Yuji Yang, Mengdi Zhang, Wei Wu, Xing Xie, Guangzhong Sun |
| 2022 | IJCAI | Ensemble Multi-Relational Graph Neural Networks. | Yuling Wang, Hao Xu, Yanhua Yu, Mengdi Zhang, Zhenhao Li, Yuji Yang, Wei Wu |
| 2022 | KDD | Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries. | Xiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu, Yuxiao Dong, Jie Tang |
| 2022 | SIGIR | Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification. | Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen |
| 2021 | DASFAA | Learning the Implicit Semantic Representation on Graph-Structured Data. | Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Jun Wang, Mengdi Zhang, Enhong Chen |
| 2020 | CVPR | Polarized Reflection Removal With Perfect Alignment in the Wild. | Chenyang Lei, Xuhua Huang, Mengdi Zhang, Qiong Yan, Wenxiu Sun, Qifeng Chen |
| 2020 | ICDM | STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation. | Haoyu Han, Mengdi Zhang, Min Hou, Fuzheng Zhang, Zhongyuan Wang, Enhong Chen, Hongwei Wang, Jianhui Ma, Qi Liu |
| 2019 | KDD | Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems. | Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang |
| 2017 | ICWSM | Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks. | Zhe Liu, Anbang Xu, Mengdi Zhang, Jalal Mahmud, Vibha Sinha |
| 2015 | ACL | Learning Topic Hierarchies for Wikipedia Categories. | Linmei Hu, Xuzhong Wang, Mengdi Zhang, Juan-Zi Li, Xiaoli Li, Chao Shao, Jie Tang, Yongbin Liu |
| 2014 | CHI | Beam: a mobile application to improve happiness and mental health. | Joyce Sakata, Mengdi Zhang, Shi Pu, Jianqi Xing, Kritika Versha |