| 2022 | ICAART | Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. | Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed |
| 2021 | ICAART | ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. | Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed |
| 2021 | ICAART | Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. | Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel |
| 2021 | IJCNN | PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. | Dominique Mercier, Andreas Dengel, Sheraz Ahmed |
| 2020 | ICONIP | P2ExNet: Patch-Based Prototype Explanation Network. | Dominique Mercier, Andreas Dengel, Sheraz Ahmed |
| 2020 | IJCNN | Interpreting Deep Models through the Lens of Data. | Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed |
| 2019 | ICANN | TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. | Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Ksters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed |
| 2018 | ICAART | SentiCite - An Approach for Publication Sentiment Analysis. | Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed |
| 2018 | ICAART | Ontology-based Information Extraction from Technical Documents. | Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed |
| 2017 | ICDAR | Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. | Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel |