Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network. - Guanzheng Chen; Jinyuan Fang; Zaiqiao Meng; Qiang Zhang 026; Shangsong Liang (AAAI, 2022)

TopsBot: Facilitating Mental Health Peer Support with a Topic-based Writing Assistant in Instant Messaging Apps. - Guanzheng Chen; Chenghan Xie; Qijie Lu; Yifei Huang; Linxuan Miao; Zhenhui Peng (CCHI, 2022)

Revisiting Parameter-Efficient Tuning: Are We Really There Yet? - Guanzheng Chen; Fangyu Liu 001; Zaiqiao Meng; Shangsong Liang (EMNLP, 2022)

SeaLLMs - Large Language Models for Southeast Asia. - Xuan-Phi Nguyen; Wenxuan Zhang 001; Xin Li 056; Mahani Aljunied; Qingyu Tan; Liying Cheng; Guanzheng Chen; Yue Deng 010; Sen Yang 005; Chaoqun Liu; Hang Zhang; Lidong Bing (CoRR, 2023)

Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding. - Sicong Leng; Hang Zhang; Guanzheng Chen; Xin Li 056; Shijian Lu; Chunyan Miao; Lidong Bing (CVPR, 2024)

CLEX: Continuous Length Extrapolation for Large Language Models. - Guanzheng Chen; Xin Li 056; Zaiqiao Meng; Shangsong Liang; Lidong Bing (ICLR, 2024)

LessonPlanner: Assisting Novice Teachers to Prepare Pedagogy-Driven Lesson Plans with Large Language Models. - Haoxiang Fan; Guanzheng Chen; Xingbo Wang 001; Zhenhui Peng (UIST, 2024)

VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs. - Zesen Cheng; Sicong Leng; Hang Zhang; Yifei Xin; Xin Li 056; Guanzheng Chen; Yongxin Zhu 003; Wenqi Zhang 001; Ziyang Luo; Deli Zhao; Lidong Bing (CoRR, 2024)

LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization. - Guanzheng Chen; Xin Li 056; Michael Shieh; Lidong Bing (ICLR, 2025)

The Effectiveness of Digital Game-Based Pedagogy in Language Abilities Among Children With Delay. - Guanzheng Chen; Yuying Fan (Int. J. Distance Educ. Technol., 2025)

Exploring the Effectiveness of HyFlex Learning Model and Gather.town in Improving Cross-Cultural Competence of Kindergarten Teachers. - Guanzheng Chen; Yuying Fan (Int. J. Web Based Learn. Teach. Technol., 2025)

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding. - Boqiang Zhang; Kehan Li; Zesen Cheng; Zhiqiang Hu; Yuqian Yuan; Guanzheng Chen; Sicong Leng; Yuming Jiang 007; Hang Zhang; Xin Li 056; Peng Jin; Wenqi Zhang 001; et al. (CoRR, 2025)

Long-Context Inference with Retrieval-Augmented Speculative Decoding. - Guanzheng Chen; Qilong Feng; Jinjie Ni; Xin Li 056; Michael Qizhe Shieh (CoRR, 2025)