Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency. - Hanyu Zhao; Li Du; Yiming Ju; Chengwei Wu; Tengfei Pan (CoRR, 2024)

CCI3.0-HQ: a large-scale Chinese dataset of high quality designed for pre-training large language models. - Liangdong Wang; Bowen Zhang 011; Chengwei Wu; Hanyu Zhao; Xiaofeng Shi; Shuhao Gu; Jijie Li; Quanyue Ma; Tengfei Pan; Guang Liu 006 (CoRR, 2024)

Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network. - Heli Sun; Ruirui Xue; Tingting Hu; Tengfei Pan; Liang He 006; Yuan Rao 004; Zhi Wang 002; Yingxue Wang; Yuan Chen; Hui He (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency. - Hanyu Zhao; Li Du; Yiming Ju; Chengwei Wu; Tengfei Pan (AAAI, 2025)

Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs. - Yifan Wei; Xiaoyan Yu; Tengfei Pan; Angsheng Li; Li Du (CoRR, 2025)

CI-VID: A Coherent Interleaved Text-Video Dataset. - Yiming Ju; Jijin Hu; Zhengxiong Luo; Haoge Deng; Hanyu Zhao; Li Du; Chengwei Wu; Donglin Hao; Xinlong Wang; Tengfei Pan (CoRR, 2025)

Scaling Towards the Information Boundary of Instruction Set: InfinityInstruct-Subject Technical Report. - Li Du; Hanyu Zhao; Yiming Ju; Tengfei Pan (CoRR, 2025)

AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning. - Yifan Wei 001; Xiaoyan Yu; Yixuan Weng; Tengfei Pan; Angsheng Li; Li Du (CoRR, 2025)