| 2026 | ACL | Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations. | Nanxu Gong, Zixin Chen, Haotian Li, Zishu Zhao, Jianxun Lian, Huamin Qu, Yanjie Fu, Xing Xie |
| 2026 | CHI | From Passive Consumption to Active Interaction: Exploring Interactive LLM Scaffolding to Support Learning Engagement. | Zixin Chen, Haotian Li, Zhe Liu, Huamin Qu, Xing Xie |
| 2026 | CHI | DiLLS: Interactive Diagnosis of LLM-based Multi-agent Systems via Layered Summary of Agent Behaviors. | Rui Sheng, Yukun Yang, Chuhan Shi, Yanna Lin, Zixin Chen, Huamin Qu, Furui Cheng |
| 2025 | ACL | AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness. | Zixin Chen, Hongzhan Lin, Kaixin Li, Ziyang Luo, Zhen Ye, Guang Chen, Zhiyong Huang, Jing Ma |
| 2025 | EMNLP | MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models. | Zixin Chen, Hongzhan Lin, Kaixin Li, Ziyang Luo, Yayue Deng, Jing Ma |
| 2025 | EMNLP | Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering. | Zixin Chen, Sicheng Song, KaShun Shum, Yanna Lin, Rui Sheng, Weiqi Wang, Huamin Qu |
| 2025 | VTC | Fast and Data-Efficient Channel Estimation for Large-Scale Communication Systems. | Zixin Chen, Jianjun Zhang, Yongming Huang, Jiaheng Wang, Wei Wang |
| 2025 | UIST | CoGrader: Transforming Instructors' Assessment of Project Reports through Collaborative LLM Integration. | Zixin Chen, Jiachen Wang, Yumeng Li, Haobo Li, Chuhan Shi, Rong Zhang, Huamin Qu |
| 2025 | UIST | RitualResonate: Embodied Haptic Interaction with Chinese Chime Bells Bianzhong. | Zixin Chen, Zhaopeng Zhu, Yang Liu, Yifan Wang |
| 2024 | ACL | CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models. | Zixin Chen, Hongzhan Lin, Ziyang Luo, Mingfei Cheng, Jing Ma, Guang Chen |
| 2024 | EMNLP | FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation. | KaShun Shum, Minrui Xu, Jianshu Zhang, Zixin Chen, Shizhe Diao, Hanze Dong, Jipeng Zhang, Muhammad Omer Raza |
| 2024 | ICPR | SPCSE: Soft Positive Enhanced Contrastive Learning for Sentence Embeddings. | Lingen Liu, Zixin Chen, Guang Chen |
| 2024 | VCIP | IRAD: Input-Reference Joint Driven Reconstruction for Unified Anomaly Detection. | Zixin Chen, Xincheng Yao, Yan Luo, Zhenyu Liu, Baozhu Zhang, Chongyang Zhang |
| 2023 | ICIP | CKT: Cross-Image Knowledge Transfer for Texture Anomaly Detection. | Zixin Chen, Xincheng Yao, Zhenyu Liu, Baozhu Zhang, Chongyang Zhang |
| 2021 | KES | Service-Oriented Data Processing for Dynamic Schema. | Zixin Chen, Huan Zhou, Zeqiu Fan, Ye Wang, Daocheng Hong, Qiwen Dong |
| 2021 | KES | Design and Implementation of Scientific Research Big Data Service Platform for Experimental Data Managing. | Zeqiu Fan, Huan Zhou, Zixin Chen, Daocheng Hong, Ye Wang, Qiwen Dong |