| 2026 | ACL | ConMA : Confidence-Guided Kernel Sampling with Multi-Stage Aggregation for LLM Reasoning. | Yinuo Wang, Qingjie Li, Wenyao Cui, Qiuchi Li, Huaping Zhang |
| 2025 | AAAI | Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? | Ben Yao, Yazhou Zhang, Qiuchi Li, Jing Qin |
| 2025 | ACL | Towards the Law of Capacity Gap in Distilling Language Models. | Chen Zhang, Qiuchi Li, Dawei Song, Zheyu Ye, Yan Gao, Yao Hu |
| 2025 | EMNLP | Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge. | Yi Sui, Chaozhuo Li, Chen Zhang, Dawei Song, Qiuchi Li |
| 2025 | ICLR | Learning LLM-as-a-Judge for Preference Alignment. | Ziyi Ye, Xiangsheng Li, Qiuchi Li, Qingyao Ai, Yujia Zhou, Wei Shen, Dong Yan, Yiqun Liu |
| 2025 | WWW | Pushing The Limit of LLM Capacity for Text Classification. | Yazhou Zhang, Mengyao Wang, Qiuchi Li, Prayag Tiwari, Jing Qin |
| 2024 | COLING | Task-agnostic Distillation of Encoder-Decoder Language Models. | Chen Zhang, Yang Yang, Qiuchi Li, Jingang Wang, Dawei Song |
| 2024 | WWW | A Case Study of Enhancing Sparse Retrieval using LLMs. | Michael Antonios Kruse Ayoub, Zhan Su, Qiuchi Li |
| 2023 | ECIR | Joint Extraction and Classification of Danish Competences for Job Matching. | Qiuchi Li, Christina Lioma |
| 2021 | AAAI | Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis. | Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song |
| 2021 | AAAI | Quantum-inspired Neural Network for Conversational Emotion Recognition. | Qiuchi Li, Dimitris Gkoumas, Alessandro Sordoni, Jian-Yun Nie, Massimo Melucci |
| 2021 | ACL | How does Attention Affect the Model? | Cheng Zhang, Qiuchi Li, Lingyu Hua, Dawei Song |
| 2021 | EMNLP | What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability. | Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song |
| 2021 | IJCAI | An Entanglement-driven Fusion Neural Network for Video Sentiment Analysis. | Dimitris Gkoumas, Qiuchi Li, Yijun Yu, Dawei Song |
| 2020 | ECAI | Assessing the Memory Ability of Recurrent Neural Networks. | Cheng Zhang, Qiuchi Li, Lingyu Hua, Dawei Song |
| 2020 | EMNLP | A Multi-task Learning Framework for Opinion Triplet Extraction. | Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang |
| 2020 | ICLR | Encoding word order in complex embeddings. | Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen |
| 2019 | EMNLP | Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks. | Chen Zhang, Qiuchi Li, Dawei Song |
| 2019 | IJCAI | Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis. | Yazhou Zhang, Qiuchi Li, Dawei Song, Peng Zhang, Panpan Wang |
| 2019 | NAACL | CNM: An Interpretable Complex-valued Network for Matching. | Qiuchi Li, Benyou Wang, Massimo Melucci |
| 2019 | WWW | Contextual Compositionality Detection with External Knowledge Bases and Word Embeddings. | Dongsheng Wang, Qiuchi Li, Lucas Chaves Lima, Jakob Grue Simonsen, Christina Lioma |
| 2019 | WWW | Semantic Hilbert Space for Text Representation Learning. | Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song |
| 2019 | SIGIR | Multimodal Data Fusion with Quantum Inspiration. | Qiuchi Li |
| 2019 | SIGIR | Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network. | Chen Zhang, Qiuchi Li, Dawei Song |
| 2018 | ICTIR | Binary Classification Model Inspired from Quantum Detection Theory. | Emanuele Di Buccio, Qiuchi Li, Massimo Melucci, Prayag Tiwari |
| 2018 | ICTIR | Quantum Language Model-based Query Expansion. | Qiuchi Li, Massimo Melucci, Prayag Tiwari |
| 2015 | SIGIR | Modeling Multi-query Retrieval Tasks Using Density Matrix Transformation. | Qiuchi Li, Jingfei Li, Peng Zhang, Dawei Song |