DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. - Wei He 014; Kai Liu 023; Yajuan Lyu; Shiqi Zhao; Xinyan Xiao; Yuan Liu; Yizhong Wang; Hua Wu 003; Qiaoqiao She; Xuan Liu; Tian Wu; Haifeng Wang 001 (CoRR, 2017)

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. - Wei He 014; Kai Liu 023; Jing Liu 022; Yajuan Lyu; Shiqi Zhao; Xinyan Xiao; Yuan Liu; Yizhong Wang; Hua Wu 003; Qiaoqiao She; Xuan Liu; Tian Wu; et al. (QA@ACL, 2018)

Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification. - Yizhong Wang; Kai Liu 023; Jing Liu 022; Wei He 014; Yajuan Lyu; Hua Wu 003; Sujian Li; Haifeng Wang 001 (ACL (1), 2018)

Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task. - An Yang; Kai Liu 023; Jing Liu 022; Yajuan Lyu; Sujian Li (QA@ACL, 2018)

Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension. - An Yang; Quan Wang 002; Jing Liu 022; Kai Liu 023; Yajuan Lyu; Hua Wu 003; Qiaoqiao She; Sujian Li (ACL (1), 2019)

A Robust Adversarial Training Approach to Machine Reading Comprehension. - Kai Liu 023; Xin Liu 066; An Yang; Jing Liu 022; Jinsong Su; Sujian Li; Qiaoqiao She (AAAI, 2020)

An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension. - Xin Liu 066; Kai Liu 023; Xiang Li 104; Jinsong Su; Yubin Ge; Bin Wang 004; Jiebo Luo 001 (IJCAI, 2020)

RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering. - Yingqi Qu; Yuchen Ding; Jing Liu 022; Kai Liu 023; Ruiyang Ren; Wayne Xin Zhao; Daxiang Dong; Hua Wu 003; Haifeng Wang 001 (NAACL-HLT, 2021)

Uncertainty-aware Unsupervised Multi-Object Tracking. - Kai Liu 023; Sheng Jin 002; Zhihang Fu; Ze Chen 001; Rongxin Jiang 001; Jieping Ye (ICCV, 2023)

Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection. - Chao Chen 026; Zhihang Fu; Kai Liu 023; Ze Chen 001; Mingyuan Tao; Jieping Ye (NeurIPS, 2023)

Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions. - Kai Liu 023; Zhihang Fu; Chao Chen 026; Sheng Jin 002; Ze Chen 001; Mingyuan Tao; Rongxin Jiang 001; Jieping Ye (NeurIPS, 2023)

INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection. - Chao Chen 026; Kai Liu 023; Ze Chen 001; Yi Gu; Yue Wu; Mingyuan Tao; Zhihang Fu; Jieping Ye (ICLR, 2024)

Delving into the Reversal Curse: How Far Can Large Language Models Generalize? - Zhengkai Lin; Zhihang Fu; Kai Liu 023; Liang Xie 003; Binbin Lin; Wenxiao Wang 001; Deng Cai 001; Yue Wu; Jieping Ye (NeurIPS, 2024)

Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution. - Kai Liu 023; Zhihang Fu; Sheng Jin 002; Chao Chen 026; Ze Chen 001; Rongxin Jiang 001; Fan Zhou 007; Yaowu Chen; Jieping Ye (NeurIPS, 2024)

Enhancing LLM's Cognition via Structurization. - Kai Liu 023; Zhihang Fu; Chao Chen 026; Wei Zhang 090; Rongxin Jiang 001; Fan Zhou 007; Yaowu Chen; Yue Wu; Jieping Ye (NeurIPS, 2024)

Educating LLMs like Human Students: Structure-aware Injection of Domain Knowledge. - Kai Liu 023; Ze Chen 001; Zhihang Fu; Rongxin Jiang 001; Fan Zhou 007; Yaowu Chen; Yue Wu; Jieping Ye (CoRR, 2024)

Structure-aware Domain Knowledge Injection for Large Language Models. - Kai Liu 023; Ze Chen 001; Zhihang Fu; Wei Zhang 090; Rongxin Jiang 001; Fan Zhou 007; Yaowu Chen; Yue Wu; Jieping Ye (ACL (1), 2025)

ESOD: Efficient Small Object Detection on High-Resolution Images. - Kai Liu 023; Zhihang Fu; Sheng Jin 002; Ze Chen 001; Fan Zhou 007; Rongxin Jiang 001; Yaowu Chen; Jieping Ye (IEEE Trans. Image Process., 2025)

JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization. - Kai Liu 023; Wei Li 190; Lai Chen; Shengqiong Wu; Yanhao Zheng; Jiayi Ji; Fan Zhou 007; Rongxin Jiang 001; Jiebo Luo 001; Hao Fei 001; Tat-Seng Chua (CoRR, 2025)