Research in print.

Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review.

Toghrul Abbasli, Kentaroh Toyoda, Yuan Wang, Leon Witt, Muhammad Asif Ali, Yukai Miao, Dan Li, and Qingsong Wei.

IEEE Transactions on Neural Networks and Learning Systems, accepted for publication · 2026

From Multimodal Perception to Strategic Reasoning: A Survey on AI-Generated Game Commentary.

Qirui Zheng, Xingbo Wang, Keyuan Cheng, Yunlong Lu, Muhammad Asif Ali, Lingfeng Li, Yongyi Wang, and Wenxin Li.

IJCAI-ECAI · 2026

Generative Regularities in Multi-Layer Networks: A Shared Latent Space Representation Approach.

Ruohan Yang*, Muhammad Asif Ali*, Anyu Xue, Junyang Chen, Huan Wang, and Di Wang.

ACM Transactions on the Web · 2026

PRISM: Link Prediction in Attributed Networks with Uncertain Modalities.

Ruohan Yang*, Muhammad Asif Ali*, Huan Wang, Z. Zhang, Junyang Chen, and Di Wang.

IEEE Transactions on Knowledge and Data Engineering · 2026

COMPKE: Complex Question Answering under Knowledge Editing.

Keyuan Cheng, Zijian Kan, Zhixian He, Zhuoran Zhang, Muhammad Asif Ali, Ke Xu, Lijie Hu, and Di Wang.

Findings of the Association for Computational Linguistics · 2025

CODEMENV: Benchmarking Large Language Models on Code Migration.

Keyuan Cheng, Xudong Shen, Yihao Yang, Tengyue Wang, Yang Cao, Muhammad Asif Ali, Hanbin Wang, Lijie Hu, and Di Wang.

Findings of the Association for Computational Linguistics · 2025

LUSTER: Link Prediction Utilizing Shared-Latent Space Representation in Multi-Layer Networks.

Ruohan Yang*, Muhammad Asif Ali*, Huan Wang, Junyang Chen, and Di Wang.

The Web Conference · 2025

Mitigating Sample Imbalance in Anomaly Detection within Dynamic Graphs.

Yifan Hong*, Muhammad Asif Ali*, Huan Wang, Junyang Chen, and Di Wang.

International Joint Conference on Artificial Intelligence · 2025

Enhancing Drug-Drug Interaction Prediction via Drug-Centric Hierarchical Augmentation.

Ziwen Cui*, Muhammad Asif Ali*, Huan Wang, Ruigang Liu, Wen Zhang, and Di Wang.

IEEE International Conference on Bioinformatics and Biomedicine · 2025

MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language.

Muhammad Asif Ali, Nawal Daftardar, Mutayyba Waheed, Jianbin Qin, and Di Wang.

International Conference on Computational Linguistics · 2025

Multi-Hop Question Answering under Temporal Knowledge Editing.

Keyuan Cheng, Gang Lin, Haoyang Fei, Yuxuan Zhai, Lu Yu, Muhammad Asif Ali, Lijie Hu, and Di Wang.

Conference on Language Modeling · 2024

Model Autophagy Analysis to Explicate Self-Consumption within Human-AI Interactions.

Shu Yang*, Muhammad Asif Ali*, Lu Yu, Lijie Hu, and Di Wang.

Conference on Language Modeling · 2024

Antonym vs. Synonym Distinction Using Interlaced Encoder Networks ICE-NET.

Muhammad Asif Ali, Yan Hu, Jianbin Qin, and Di Wang.

Findings of the European Chapter of the Association for Computational Linguistics · 2024

GARI: Graph Attention for Relative Isomorphism of Arabic Word Embeddings.

Muhammad Asif Ali, Yan Hu, Jianbin Qin, and Di Wang.

ArabicNLP · 2023

GRI: Graph-Based Relative Isomorphism of Word Embedding Spaces.

Muhammad Asif Ali, Yan Hu, Jianbin Qin, and Di Wang.

Findings of the Conference on Empirical Methods in Natural Language Processing · 2023

TabMentor: Detecting Errors in Tabular Data with Noisy Labels.

Yaru Zhang, Jianbin Qin, Yaoshu Wang, Muhammad Asif Ali, Yan Ji, and Rui Mao.

International Conference on Advanced Data Mining and Applications · 2023

Learning and Deducing Temporal Orders.

Wenfei Fan, Resul Tugay, Yaoshu Wang, and Muhammad Asif Ali.

Proceedings of the VLDB Endowment, 16(8): 1944-1957 · 2023

GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks.

Bing Li, Wei Wang, Yifang Sun, Linhan Zhang, Muhammad Asif Ali, and Yi Wang.

AAAI Conference on Artificial Intelligence · 2020

Fine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representations.

Muhammad Asif Ali, Yifang Sun, Bing Li, and Wei Wang.

AAAI Conference on Artificial Intelligence · 2020

Antonym-Synonym Classification Based on New Sub-Space Embeddings.

Muhammad Asif Ali, Yifang Sun, Xiaoling Zhou, Wei Wang, and Xiang Zhao.

AAAI Conference on Artificial Intelligence · 2019

ID-Viewer: A Visual Analytics Architecture for Infectious Diseases Surveillance and Response Management in Pakistan.

Muhammad Asif Ali, Mohammad Amin, Shahid Latif, Ali Ayyaz, and Muhammad Naeem Ayyaz.

Public Health · 2016

Real-Time Health Data Acquisition and Geospatial Monitoring: A Visual Analytics Approach.

Shahid Latif, Zaeem Ahmad, Muhammad Asif Ali, Mohammad Amin, and Muhammad Naeem Ayyaz.

IEEE International Conference on Open Source Systems and Technologies · 2015