U-Net: Machine Reading Comprehension with Unanswerable Questions. - Fu Sun; Linyang Li; Xipeng Qiu; Yang Liu (CoRR, 2018)

Selecting Discriminative Features for Fine-Grained Visual Classification. - Qin Xu; Linyang Li; Qian Chen; Bin Luo 001 (ACPR (1), 2019)

BERT-ATTACK: Adversarial Attack Against BERT Using BERT. - Linyang Li; Ruotian Ma; Qipeng Guo; Xiangyang Xue 001; Xipeng Qiu (EMNLP (1), 2020)

Rapid Detection of Crowd Abnormal Behavior Based on the Hierarchical Thinking. - Xiao Li; Yu Yang; Yiming Xu; Linyang Li; Chao Wang (INCoS, 2020)

TextAT: Adversarial Training for Natural Language Understanding with Token-Level Perturbation. - Linyang Li; Xipeng Qiu (CoRR, 2020)

Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces. - Linyang Li; Yunfan Shao; Demin Song; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2020)

Token-Aware Virtual Adversarial Training in Natural Language Understanding. - Linyang Li; Xipeng Qiu (AAAI, 2021)

SENT: Sentence-level Distant Relation Extraction via Negative Training. - Ruotian Ma; Tao Gui; Linyang Li; Qi Zhang 001; Xuanjing Huang 001; Yaqian Zhou 001 (ACL/IJCNLP (1), 2021)

Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. - Linyang Li; Demin Song; Xiaonan Li; Jiehang Zeng; Ruotian Ma; Xipeng Qiu (EMNLP (1), 2021)

Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. - Zongyi Li; Jianhan Xu; Jiehang Zeng; Linyang Li; Xiaoqing Zheng; Qi Zhang 001; Kai-Wei Chang; Cho-Jui Hsieh (EMNLP (1), 2021)

Enhancing Separate Encoding with Multi-layer Feature Alignment for Image-Text Matching. - Keyu Wen; Linyang Li; Xiaodong Gu 001 (ICANN (1), 2021)

COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation. - Keyu Wen; Jin Xia; Yuanyuan Huang; Linyang Li; Jiayan Xu; Jie Shao (ICCV, 2021)

Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. - Jiehang Zeng; Xiaoqing Zheng; Jianhan Xu; Linyang Li; Liping Yuan; Xuanjing Huang 001 (CoRR, 2021)

KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. - Linyang Li; Demin Song; Ruotian Ma; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2021)

A Distance Increment Smoothing Method and Its Application on the Detection of NLOS in the Cooperative Positioning. - Dongqing Zhao; Dongmin Wang; Minzhi Xiang; Jinfei Li; Chaoyong Yang; Letian Zhang; Linyang Li (Sensors, 2021)

"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction. - Yong Dai 001; Linyang Li; Cong Zhou; Zhangyin Feng; Enbo Zhao; Xipeng Qiu; Piji Li; Duyu Tang (ACL (Findings), 2022)

Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. - Jianhan Xu; Cenyuan Zhang; Xiaoqing Zheng; Linyang Li; Cho-Jui Hsieh; Kai-Wei Chang; Xuanjing Huang 001 (ACL (Findings), 2022)

Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator. - Qinyuan Cheng; Linyang Li; Guofeng Quan; Feng Gao; Xiaofeng Mou; Xipeng Qiu (EMNLP (Findings), 2022)

Weight Perturbation as Defense against Adversarial Word Substitutions. - Jianhan Xu; Linyang Li; Jiping Zhang; Xiaoqing Zheng; Kai-Wei Chang; Cho-Jui Hsieh; Xuanjing Huang 001 (EMNLP (Findings), 2022)

Template-free Prompt Tuning for Few-shot NER. - Ruotian Ma; Xin Zhou 012; Tao Gui; Yiding Tan; Linyang Li; Qi Zhang 001; Xuanjing Huang 001 (NAACL-HLT, 2022)

MarkBERT: Marking Word Boundaries Improves Chinese BERT. - Linyang Li; Yong Dai 001; Duyu Tang; Xipeng Qiu; Zenglin Xu; Shuming Shi 001 (CoRR, 2022)

Rebuild and Ensemble: Exploring Defense Against Text Adversaries. - Linyang Li; Demin Song; Jiehang Zeng; Ruotian Ma; Xipeng Qiu (CoRR, 2022)

Hybridizing Euclidean and Hyperbolic Similarities for Attentively Refining Representations in Semantic Segmentation of Remote Sensing Images. - Xin Li 090; Feng Xu 008; Fan Liu 003; Runliang Xia; Yao Tong; Linyang Li; Zhennan Xu; Xin Lyu 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Improving Vehicle Positioning Performance in Urban Environment with Tight Integration of Multi-GNSS PPP-RTK/INS. - Luguang Lai; Dongqing Zhao; Tianhe Xu; Zhenhao Cheng; Wenzhuo Guo; Linyang Li (Remote. Sens., 2022)

Mitigating Negative Style Transfer in Hybrid Dialogue System. - Shimin Li; Qinyuan Cheng; Linyang Li; Xipeng Qiu (AAAI, 2023)

Improving Contrastive Learning of Sentence Embeddings from AI Feedback. - Qinyuan Cheng; Xiaogui Yang; Tianxiang Sun; Linyang Li; Xipeng Qiu (ACL (Findings), 2023)

Text Adversarial Purification as Defense against Adversarial Attacks. - Linyang Li; Demin Song; Xipeng Qiu (ACL (1), 2023)

Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System. - Shimin Li; Xiaotian Zhang; Yanjun Zheng; Linyang Li; Xipeng Qiu (ACL (Findings), 2023)

Watermarking LLMs with Weight Quantization. - Linyang Li; Botian Jiang; Pengyu Wang 006; Ke Ren; Hang Yan 001; Xipeng Qiu (EMNLP (Findings), 2023)

PerturbScore: Connecting Discrete and Continuous Perturbations in NLP. - Linyang Li; Ke Ren; Yunfan Shao; Pengyu Wang 006; Xipeng Qiu (EMNLP (Findings), 2023)

Character-LLM: A Trainable Agent for Role-Playing. - Yunfan Shao; Linyang Li; Junqi Dai; Xipeng Qiu (EMNLP, 2023)

SeqXGPT: Sentence-Level AI-Generated Text Detection. - Pengyu Wang 006; Linyang Li; Ke Ren; Botian Jiang; Dong Zhang; Xipeng Qiu (EMNLP, 2023)

MarkBERT: Marking Word Boundaries Improves Chinese BERT. - Linyang Li; Yong Dai 001; Duyu Tang; Xipeng Qiu; Zelin Xu; Shuming Shi 001 (NLPCC (1), 2023)

Origin Tracing and Detecting of LLMs. - Linyang Li; Pengyu Wang 006; Ke Ren; Tianxiang Sun; Xipeng Qiu (CoRR, 2023)

Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior. - Kai Pan; Linyang Li; Li Lin 006; Pujin Cheng; Junyan Lyu; Lei Xi; Xiaoying Tang 001 (CoRR, 2023)

Mitigating Satellite-Induced Code Pseudorange Variations at GLONASS G3 Frequency Using Periodical Model. - Linyang Li; Yang Shen; Xin Li 090 (Remote. Sens., 2023)

A Novel Deep Learning Approach to 5G CSI/Geomagnetism/VIO Fused Indoor Localization. - Chaoyong Yang; Zhenhao Cheng; Xiaoxue Jia; Letian Zhang; Linyang Li; Dongqing Zhao (Sensors, 2023)

PPP/INS Tight Integration with BDS-3 PPP-B2b Service in the Urban Environment. - Luguang Lai; Xin Meng; Dongqing Zhao; Xin Li 090; Wenzhuo Guo; Linyang Li (Sensors, 2023)

Parallel Computation of Multi-GNSS and Multi-Frequency Inter-Frequency Clock Biases and Observable-Specific Biases. - Linyang Li; Zhen Yang; Zhen Jia; Xin Li 090 (Remote. Sens., 2023)

Balanced Data Sampling for Language Model Training with Clustering. - Yunfan Shao; Linyang Li; Zhaoye Fei; Hang Yan 001; Dahua Lin; Xipeng Qiu (ACL (Findings), 2024)

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling. - Jun Zhan; Junqi Dai; Jiasheng Ye; Yunhua Zhou; Dong Zhang; Zhigeng Liu; Xin Zhang; Ruibin Yuan; Ge Zhang 009; Linyang Li; Hang Yan 001; Jie Fu 001; et al. (ACL (1), 2024)

Unified Active Retrieval for Retrieval Augmented Generation. - Qinyuan Cheng; Xiaonan Li; Shimin Li; Qin Zhu; Zhangyue Yin; Yunfan Shao; Linyang Li; Tianxiang Sun; Hang Yan 001; Xipeng Qiu (EMNLP (Findings), 2024)

InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance. - Pengyu Wang 006; Dong Zhang; Linyang Li; Chenkun Tan; Xinghao Wang; Mozhi Zhang; Ke Ren; Botian Jiang; Xipeng Qiu (EMNLP, 2024)

Turn Waste into Worth: Rectifying Top-k Router of MoE. - Zhiyuan Zeng 004; Qipeng Guo; Zhaoye Fei; Zhangyue Yin; Yunhua Zhou; Linyang Li; Tianxiang Sun; Hang Yan 001; Dahua Lin; Xipeng Qiu (EMNLP, 2024)

Can AI Assistants Know What They Don't Know? - Qinyuan Cheng; Tianxiang Sun; Xiangyang Liu; Wenwei Zhang; Zhangyue Yin; Shimin Li; Linyang Li; Zhengfu He; Kai Chen 026; Xipeng Qiu (ICML, 2024)

LLatrieval: LLM-Verified Retrieval for Verifiable Generation. - Xiaonan Li; Changtai Zhu; Linyang Li; Zhangyue Yin; Tianxiang Sun; Xipeng Qiu (NAACL-HLT, 2024)

InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance. - Pengyu Wang 006; Dong Zhang; Linyang Li; Chenkun Tan; Xinghao Wang; Ke Ren; Botian Jiang; Xipeng Qiu (CoRR, 2024)

Query of CC: Unearthing Large Scale Domain-Specific Knowledge from Public Corpora. - Zhaoye Fei; Yunfan Shao; Linyang Li; Zhiyuan Zeng 004; Hang Yan 001; Xipeng Qiu; Dahua Lin (CoRR, 2024)

InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning. - Huaiyuan Ying; Shuo Zhang 022; Linyang Li; Zhejian Zhou; Yunfan Shao; Zhaoye Fei; Yichuan Ma; Jiawei Hong; Kuikun Liu; Ziyi Wang 006; Yudong Wang 002; Zijian Wu 002; et al. (CoRR, 2024)

InternLM2 Technical Report. - Zheng Cai; Maosong Cao; Haojiong Chen; Kai Chen 026; Keyu Chen; Xin Chen; Xun Chen; Zehui Chen; Zhi Chen 006; Pei Chu; Xiaoyi Dong; Haodong Duan; et al. (CoRR, 2024)

Case2Code: Learning Inductive Reasoning with Synthetic Data. - Yunfan Shao; Linyang Li; Yichuan Ma; Peiji Li; Demin Song; Qinyuan Cheng; Shimin Li; Xiaonan Li; Pengyu Wang 006; Qipeng Guo; Hang Yan 001; Xipeng Qiu; et al. (CoRR, 2024)

LongSafetyBench: Long-Context LLMs Struggle with Safety Issues. - Mianqiu Huang; Xiaoran Liu; Shaojun Zhou; Mozhi Zhang; Chenkun Tan; Pengyu Wang 006; Qipeng Guo; Zhe Xu; Linyang Li; Zhikai Lei; Linlin Li 001; Qun Liu 001; et al. (CoRR, 2024)

GAOKAO-Eval: Does high scores truly reflect strong capabilities in LLMs? - Zhikai Lei; Tianyi Liang; Hanglei Hu; Jin Zhang; Yunhua Zhou; Yunfan Shao; Linyang Li; Chenchui Li; Changbo Wang; Hang Yan 001; Qipeng Guo (CoRR, 2024)

A channel state information and geomagnetic fused fingerprint localisation algorithm based on multi-input convolutional neural network. - Zhenhao Cheng; Dongqing Zhao; Wenzhuo Guo; Linyang Li (IET Wirel. Sens. Syst., 2024)

AAFormer: Attention-Attended Transformer for Semantic Segmentation of Remote Sensing Images. - Xin Li 090; Feng Xu 008; Linyang Li; Nan Xu; Fan Liu 003; Chi Yuan; Ziqi Chen; Xin Lyu 001 (IEEE Geosci. Remote. Sens. Lett., 2024)

MOSS: An Open Conversational Large Language Model. - Tianxiang Sun; Xiaotian Zhang; Zhengfu He; Peng Li; Qinyuan Cheng; Xiangyang Liu; Hang Yan 001; Yunfan Shao; Qiong Tang; Shiduo Zhang; Xingjian Zhao; Ke Chen; et al. (Mach. Intell. Res., 2024)

Correction to: MOSS: An Open Conversational Large Language Model. - Tianxiang Sun; Xiaotian Zhang; Zhengfu He; Peng Li; Qinyuan Cheng; Xiangyang Liu; Hang Yan 001; Yunfan Shao; Qiong Tang; Shiduo Zhang; Xingjian Zhao; Ke Chen; et al. (Mach. Intell. Res., 2024)

FastMCTS: A Simple Sampling Strategy for Data Synthesis. - Peiji Li; Kai Lv 001; Yunfan Shao; Yichuan Ma; Linyang Li; Xiaoqing Zheng; Xipeng Qiu; Qipeng Guo (ACL (1), 2025)

Case2Code: Scalable Synthetic Data for Code Generation. - Yunfan Shao; Linyang Li; Yichuan Ma; Peiji Li; Demin Song; Qinyuan Cheng; Shimin Li; Xiaonan Li; Pengyu Wang 006; Qipeng Guo; Hang Yan 001; Xipeng Qiu; et al. (COLING, 2025)

UnitCoder: Scalable Iterative Code Synthesis with Unit Test Guidance. - Yichuan Ma; Yunfan Shao; Peiji Li; Demin Song; Qipeng Guo; Linyang Li; Xipeng Qiu; Kai Chen 026 (CoRR, 2025)

Dual-Scanning Photoacoustic Endomicroscopy for High-Speed Gastrointestinal Microvascular Imaging. - Hongdian Sun; Xiao Liang; Linyang Li; Yuanlong Zhao; Heng Guo; Weizhi Qi; Lei Xi (IEEE Trans. Medical Imaging, 2025)

Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections. - Bo Wang 084; Qinyuan Cheng; Runyu Peng; Rong Bao; Peiji Li; Qipeng Guo; Linyang Li; Zhiyuan Zeng 004; Yunhua Zhou; Xipeng Qiu (CoRR, 2025)

InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling. - Peiji Li; Jiasheng Ye; Yongkang Chen; Yichuan Ma; Zijie Yu; Kedi Chen; Ganqu Cui; Haozhan Li; Jiacheng Chen; Chengqi Lyu; Wenwei Zhang; Linyang Li; et al. (CoRR, 2025)

Intern-S1: A Scientific Multimodal Foundation Model. - Lei Bai 001; Zhongrui Cai; Yuhang Cao; Maosong Cao; Weihan Cao; Chiyu Chen; Haojiong Chen; Kai Chen; Pengcheng Chen; Ying Chen; Yongkang Chen; Yu Cheng; et al. (CoRR, 2025)