UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation. - Xun Liang 001; Shichao Song; Simin Niu; Zhiyu Li; Feiyu Xiong; Bo Tang 011; Zhaohui Wy; Dawei He; Peng Cheng; Zhonghao Wang; Haiying Deng (CoRR, 2023)

When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract). - Simin Niu; Xun Liang 001; Sensen Zhang; Shichao Song; Xuan Zhang 009; Xiaoping Zhou (AAAI, 2024)

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation. - Xun Liang 001; Shichao Song; Simin Niu; Zhiyu Li; Feiyu Xiong; Bo Tang 011; Yezhaohui Wang; Dawei He; Cheng Peng; Zhonghao Wang; Haiying Deng (ACL (1), 2024)

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs. - Xun Liang 001; Hanyu Wang; Shichao Song; Mengting Hu; Xunzhi Wang; Zhiyu Li; Feiyu Xiong; Bo Tang 011 (ACL (Findings), 2024)

Grimoire is All You Need for Enhancing Large Language Models. - Ding Chen; Shichao Song; Qingchen Yu; Zhiyu Li; Wenjin Wang 003; Feiyu Xiong; Bo Tang 011 (CoRR, 2024)

Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities. - Xiaomin Yu; Yezhaohui Wang; Yanfang Chen; Zhen Tao; Dinghao Xi; Shichao Song; Simin Niu; Zhiyu Li (CoRR, 2024)

xFinder: Robust and Pinpoint Answer Extraction for Large Language Models. - Qingchen Yu; Zifan Zheng; Shichao Song; Zhiyu Li; Feiyu Xiong; Bo Tang 011; Ding Chen (CoRR, 2024)

Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning. - Xiang Liang; Simin Niu; Zhiyu Li; Sensen Zhang; Shichao Song; Hanyu Wang; Jiawei Yang; Feiyu Xiong; Bo Tang 011; Chenyang Xi (CoRR, 2024)

HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability. - Yanfang Chen; Ding Chen; Shichao Song; Simin Niu; Hanyu Wang; Zeyun Tang; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

Memory3: Language Modeling with Explicit Memory. - Hongkang Yang; Zehao Lin; Wenjin Wang 003; Hao Wu 022; Zhiyu Li; Bo Tang 011; Wenqiang Wei; Jinbo Wang 003; Zeyun Tang; Shichao Song; Chenyang Xi; Yu Yu; et al. (CoRR, 2024)

Internal Consistency and Self-Feedback in Large Language Models: A Survey. - Xun Liang 001; Shichao Song; Zifan Zheng; Hanyu Wang; Qingchen Yu; Xunkai Li; Rong-Hua Li; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

Controllable Text Generation for Large Language Models: A Survey. - Xun Liang 001; Hanyu Wang; Yezhaohui Wang; Shichao Song; Jiawei Yang; Simin Niu; Jie Hu; Dan Liu; Shunyu Yao; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

Attention Heads of Large Language Models: A Survey. - Zifan Zheng; Yezhaohui Wang; Yuxin Huang; Shichao Song; Mingchuan Yang; Bo Tang 011; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

TurtleBench: Evaluating Top Language Models via Real-World Yes/No Puzzles. - Qingchen Yu; Shichao Song; Ke Fang; Yunfeng Shi; Zifan Zheng; Hanyu Wang; Simin Niu; Zhiyu Li (CoRR, 2024)

SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model. - Xun Liang 001; Simin Niu; Zhiyu Li; Sensen Zhang; Hanyu Wang; Feiyu Xiong; Jason Zhaoxin Fan; Bo Tang 011; Jihao Zhao; Jiawei Yang; Shichao Song; Mengwei Wang (ACL (1), 2025)

Retrieval-Augmented Multilingual Citation Generation. - Xun Liang 001; Simin Niu; Sensen Zhang; Zhiyu Li; Xuan Zhang 009; Bo Wu 026; Feiyu Xiong; Bo Tang 011; Hanyu Wang; Shichao Song; Mengwei Wang; Jiawei Yang (ICASSP, 2025)

When Sparse Graph Representation Learning Falls into Domain Shift: Feature Augmentation for Cross-Domain Graph Meta-Learning. - Simin Niu; Xun Liang 001; Sensen Zhang; Zhiyu Li; Xuan Zhang 009; Wu Bo; Hanyu Wang; Shichao Song; Mengwei Wang; Jiawei Yang (ICASSP, 2025)

xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation. - Qingchen Yu; Zifan Zheng; Shichao Song; Zhiyu Li; Feiyu Xiong; Bo Tang 011; Ding Chen (ICLR, 2025)

Attention heads of large language models. - Zifan Zheng; Yezhaohui Wang; Yuxin Huang; Shichao Song; Mingchuan Yang; Bo Tang 011; Feiyu Xiong; Zhiyu Li (Patterns, 2025)

SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model. - Xun Liang 001; Simin Niu; Zhiyu Li; Sensen Zhang; Hanyu Wang; Feiyu Xiong; Jason Zhaoxin Fan; Bo Tang 011; Shichao Song; Mengwei Wang; Jiawei Yang (CoRR, 2025)

SurveyX: Academic Survey Automation via Large Language Models. - Xun Liang 001; Jiawei Yang; Yezhaohui Wang; Chen Tang; Zifan Zheng; Shichao Song; Zehao Lin; Yebin Yang; Simin Niu; Hanyu Wang; Bo Tang 011; Feiyu Xiong; et al. (CoRR, 2025)

SEAP: Training-free Sparse Expert Activation Pruning Unlock the Brainpower of Large Language Models. - Xun Liang 001; Hanyu Wang; Huayi Lai; Simin Niu; Shichao Song; Jiawei Yang; Jihao Zhao; Feiyu Xiong; Bo Tang 011; Zhiyu Li (CoRR, 2025)

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models. - Zhiyu Li; Shichao Song; Hanyu Wang; Simin Niu; Ding Chen; Jiawei Yang; Chenyang Xi; Huayi Lai; Jihao Zhao; Yezhaohui Wang; Junpeng Ren; Zehao Lin; et al. (CoRR, 2025)

MemOS: A Memory OS for AI System. - Zhiyu Li; Shichao Song; Chenyang Xi; Hanyu Wang; Chen Tang; Simin Niu; Ding Chen; Jiawei Yang; Chunyu Li; Qingchen Yu; Jihao Zhao; Yezhaohui Wang; et al. (CoRR, 2025)