| 2026 | AAAI | GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs. | Enjun Du, Siyi Liu, Yongqi Zhang |
| 2026 | TEI | Towards Understanding The Design of (Un)Fortunate Superpowers Through A Flytrap-Inspired Hand Augmentation. | Siyi Liu, Barrett Ens, Gun A. Lee, Nathan Arthur Semertzidis, Florian 'Floyd' Mueller, Don Samitha Elvitigala |
| 2025 | ACL | Talking Point based Ideological Discourse Analysis in News Events. | Nishanth Sridhar Nakshatri, Nikhil Mehta, Siyi Liu, Sihao Chen, Daniel Hopkins, Dan Roth, Dan Goldwasser |
| 2025 | CHI | "My Happiness Makes You Smile": Towards Understanding Telepathic Superpower Design via Brain-Muscle Interfaces. | Siyi Liu, Barrett Ens, Nathan Arthur Semertzidis, Gun A. Lee, Florian 'Floyd' Mueller, Don Samitha Elvitigala |
| 2025 | CHI | Flytrap Hand: Towards Understanding Dark Patterns of Physical Augmentation via Electrical Muscle Stimulation. | Siyi Liu, Barrett Ens, Nathan Arthur Semertzidis, Gun A. Lee, Florian 'Floyd' Mueller, Don Samitha Elvitigala |
| 2025 | CHI | BreathCrunch and BellyBreath: Exploring EMS-based Breath Guidance and Enforcement for Meditation and Running. | Vincent van Rheden, Siyi Liu, Hong Luo, Don Samitha Elvitigala, Florian 'Floyd' Mueller |
| 2025 | CHI | Walking the Future: Bridging Foot Augmentation into Next Steps of Human Augmentation. | Nihar Sabnis, Dennis Wittchen, Ata Otaran, Fatima Badmos, Siyi Liu, Aryan Saini, Georg Regal, Vincent van Rheden, Florian 'Floyd' Mueller, Suranga Nanayakkara, Denys J. C. Matthies, Troy Nachtigall, Paul Strohmeier, Laia Turmo Vidal, Don Samitha Elvitigala |
| 2025 | EMNLP | Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning. | Enjun Du, Siyi Liu, Yongqi Zhang |
| 2025 | EMNLP | Conflicts in Texts: Data, Implications and Challenges. | Siyi Liu, Dan Roth |
| 2025 | HCI | Research on User Experience Map Construction and Service Optimization of Meituan Takeaway Platform. | Yunxia Zhang, Siyi Liu, Wenjun Lu |
| 2025 | MIG | "I don't like my avatar": Investigating Human Digital Doubles. | Siyi Liu, Kazi Injamamul Haque, Zerrin Yumak |
| 2025 | NAACL | Towards Long Context Hallucination Detection. | Siyi Liu, Kishaloy Halder, Zheng Qi, Wei Xiao, Nikolaos Pappas, Phu Mon Htut, Neha Anna John, Yassine Benajiba, Dan Roth |
| 2025 | NAACL | Open Domain Question Answering with Conflicting Contexts. | Siyi Liu, Qiang Ning, Kishaloy Halder, Zheng Qi, Wei Xiao, Phu Mon Htut, Yi Zhang, Neha Anna John, Bonan Min, Yassine Benajiba, Dan Roth |
| 2025 | TEI | Exploring Human Augmentation Design Knowledge Through Unfortunate Superpower Experiences. | Siyi Liu |
| 2024 | EMNLP | Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting. | Siyi Liu, Yang Li, Jiang Li, Shan Yang, Yunshi Lan |
| 2024 | TEI | Exploring Superpower Design Through Wi-Fi Twinge. | Siyi Liu, Nathan Arthur Semertzidis, Gun A. Lee, Florian 'Floyd' Mueller, Barrett Ens |
| 2023 | EMNLP | Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries. | Nishanth Sridhar Nakshatri, Siyi Liu, Sihao Chen, Dan Roth, Dan Goldwasser, Daniel Hopkins |
| 2022 | NAACL | Design Challenges for a Multi-Perspective Search Engine. | Sihao Chen, Siyi Liu, Xander Uyttendaele, Yi Zhang, William Bruno, Dan Roth |
| 2021 | AAAI | Cold-start Sequential Recommendation via Meta Learner. | Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu |
| 2021 | ICLR | Learnable Embedding sizes for Recommender Systems. | Siyi Liu, Chen Gao, Yihong Chen, Depeng Jin, Yong Li |
| 2021 | NAACL | MultiOpEd: A Corpus of Multi-Perspective News Editorials. | Siyi Liu, Sihao Chen, Xander Uyttendaele, Dan Roth |
| 2021 | VRST | Force-Based Foot Gesture Navigation in Virtual Reality. | Siyi Liu, Gun A. Lee, Yi Li, Thammathip Piumsomboon, Barrett Ens |
| 2020 | ICDM | DGTN: Dual-channel Graph Transition Network for Session-based Recommendation. | Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu |
| 2020 | RecSys | Long-tail Session-based Recommendation. | Siyi Liu, Yujia Zheng |
| 2019 | CoNLL | Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence. | Siyi Liu, Lei Guo, Kate K. Mays, Margrit Betke, Derry Tanti Wijaya |
| 2019 | WiMob | ARU-Net: Research and Application for Wrist Reference Bone Segmentation. | Lijian Chen, Xiannian Zhou, Minhao Wang, Jiefan Qiu, Siyi Liu, Keji Mao |