Multi-domain Dialogue State Tracking with Recursive Inference. - Lizi Liao; Tongyao Zhu; Le Hong Long; Tat-Seng Chua (WWW, 2021)

Translating Natural Language to Planning Goals with Large-Language Models. - Yaqi Xie 001; Chen Yu; Tongyao Zhu; Jinbin Bai; Ze Gong; Harold Soh (CoRR, 2023)

Beyond Memorization: The Challenge of Random Memory Access in Language Models. - Tongyao Zhu; Qian Liu 012; Liang Pang; Zhengbao Jiang; Min-Yen Kan; Min Lin (ACL (1), 2024)

CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization. - Yixi Ding; Jiaying Wu; Tongyao Zhu; Yanxia Qin; Qian Liu 012; Min-Yen Kan (CoRR, 2024)

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training. - Haonan Wang; Qian Liu 012; Chao Du; Tongyao Zhu; Cunxiao Du; Kenji Kawaguchi; Tianyu Pang (Trans. Mach. Learn. Res., 2025)

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs. - Longxu Dou; Qian Liu 012; Fan Zhou; Changyu Chen; Zili Wang; Ziqi Jin; Zichen Liu; Tongyao Zhu; Cunxiao Du; Penghui Yang 001; Haonan Wang; Jiaheng Liu; et al. (CoRR, 2025)

Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas. - Shiqi Chen; Tongyao Zhu; Ruochen Zhou; Jinghan Zhang 006; Siyang Gao; Juan Carlos Niebles; Mor Geva; Junxian He; Jiajun Wu 001; Manling Li (CoRR, 2025)

SkyLadder: Better and Faster Pretraining via Context Window Scheduling. - Tongyao Zhu; Qian Liu 012; Haonan Wang; Shiqi Chen; Xiangming Gu; Tianyu Pang; Min-Yen Kan (CoRR, 2025)

Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging. - Shiqi Chen; Jinghan Zhang 006; Tongyao Zhu; Wei Liu 131; Siyang Gao; Miao Xiong; Manling Li; Junxian He (CoRR, 2025)