RUL Prediction of Bearings Based on Mixture of Gaussians Bayesian Belief Network and Support Vector Data Description. - Qianhui Wu; Yu Feng; Biqing Huang (Monterey Workshop, 2016)

Mechanistic modeling quantifies the influence of tumor growth kinetics on the response to anti-angiogenic treatment. - Thomas D. Gaddy; Qianhui Wu; Alyssa D. Arnheim; Stacey D. Finley (PLoS Comput. Biol., 2017)

DeepMRT at the NTCIR-14 FinNum Task: A Hybrid Neural Model for Numeral Type Classification in Financial Tweets. - Qianhui Wu; Guoxin Wang; Yuying Zhu 001; Haoyan Liu; Börje F. Karlsson (NTCIR, 2019)

Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources. - Qianhui Wu; Zijia Lin; Guoxin Wang; Hui Chen 013; Börje F. Karlsson; Biqing Huang; Chin-Yew Lin (AAAI, 2020)

Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language. - Qianhui Wu; Zijia Lin; Börje Karlsson 001; Jianguang Lou; Biqing Huang (ACL, 2020)

BiGCNN: Bidirectional Gated Convolutional Neural Network for Chinese Named Entity Recognition. - Tianyang Zhao; Haoyan Liu; Qianhui Wu; Changzhi Sun; Dongdong Zhang 001; Zhoujun Li 001 (DASFAA (1), 2020)

UniTrans : Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data. - Qianhui Wu; Zijia Lin; Börje F. Karlsson; Biqing Huang; Jianguang Lou (IJCAI, 2020)

Dilated Convolution Neural Network for Remaining Useful Life Prediction. - Xin Xu; Qianhui Wu; Xiu Li 001; Biqing Huang (J. Comput. Inf. Sci. Eng., 2020)

Approach for fault prognosis using recurrent neural network. - Qianhui Wu; Keqin Ding; Biqing Huang (J. Intell. Manuf., 2020)

AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER. - Weile Chen; Huiqiang Jiang; Qianhui Wu; Börje Karlsson 001; Yi Guan (ACL/IJCNLP (1), 2021)

Electrical State Detection of Railway Insulators based on Ultraviolet Imaging. - Yan-Guo Wang; Qingling Qian; Qianhui Wu; Wei Zhang; Song Tan; Yongtao Gui; Zhipeng Yang; Qiang Wang (ICCTA, 2021)

Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. - Yu Mo; Qianhui Wu; Xiu Li 001; Biqing Huang (J. Intell. Manuf., 2021)

Decomposed Meta-Learning for Few-Shot Named Entity Recognition. - Tingting Ma; Huiqiang Jiang; Qianhui Wu; Tiejun Zhao; Chin-Yew Lin (ACL (Findings), 2022)

On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning. - Tingting Ma; Qianhui Wu; Zhiwei Yu; Tiejun Zhao; Chin-Yew Lin (NAACL-HLT, 2022)

CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition. - Tingting Ma; Qianhui Wu; Huiqiang Jiang; Börje Karlsson 001; Tiejun Zhao; Chin-Yew Lin (ACL (1), 2023)

Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text. - Qianhui Wu; Huiqiang Jiang; Haonan Yin; Börje Karlsson 001; Chin-Yew Lin (ACL (1), 2023)

LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models. - Huiqiang Jiang; Qianhui Wu; Chin-Yew Lin; Yuqing Yang 001; Lili Qiu (EMNLP, 2023)

LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection. - Haonan Yin; Guanlong Jiao; Qianhui Wu; Börje F. Karlsson; Biqing Huang; Chin-Yew Lin (CoRR, 2023)

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression. - Huiqiang Jiang; Qianhui Wu; Xufang Luo; Dongsheng Li 002; Chin-Yew Lin; Yuqing Yang 001; Lili Qiu (ACL (1), 2024)

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Menglin Xia; Xufang Luo; Jue Zhang; Qingwei Lin; Victor Rühle; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; et al. (ACL (Findings), 2024)

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention. - Huiqiang Jiang; Yucheng Li; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Zhenhua Han; Amir H. Abdi; Dongsheng Li 002; Chin-Yew Lin; Yuqing Yang 001; Lili Qiu (NeurIPS, 2024)

Mitigate Position Bias in Large Language Models via Scaling a Single Dimension. - Yijiong Yu; Huiqiang Jiang; Xufang Luo; Qianhui Wu; Chin-Yew Lin; Dongsheng Li 002; Yuqing Yang 001; Yongfeng Huang 001; Lili Qiu (CoRR, 2024)

TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning. - Shivam Shandilya; Menglin Xia; Supriyo Ghosh; Huiqiang Jiang; Jue Zhang; Qianhui Wu; Victor Rühle (CoRR, 2024)

Decomposed Meta-Learning for Few-Shot Sequence Labeling. - Tingting Ma; Qianhui Wu; Huiqiang Jiang; Jieru Lin; Börje F. Karlsson; Tiejun Zhao; Chin-Yew Lin (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning. - Shivam Shandilya; Menglin Xia; Supriyo Ghosh; Huiqiang Jiang; Jue Zhang; Qianhui Wu; Victor Rühle; Saravan Rajmohan (ACL (Findings), 2025)

Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel. - Yijiong Yu; Huiqiang Jiang; Xufang Luo; Qianhui Wu; Chin-Yew Lin; Dongsheng Li 002; Yuqing Yang 001; Yongfeng Huang 001; Lili Qiu (ACL (Findings), 2025)

Magma: A Foundation Model for Multimodal AI Agents. - Jianwei Yang; Reuben Tan; Qianhui Wu; Ruijie Zheng; Baolin Peng; Yongyuan Liang; Yu Gu 017; Mu Cai; Seonghyeon Ye; Joel Jang; Yuquan Deng; Jianfeng Gao 001 (CVPR, 2025)

SCBench: A KV Cache-Centric Analysis of Long-Context Methods. - Yucheng Li; Huiqiang Jiang; Qianhui Wu; Xufang Luo; Surin Ahn; Chengruidong Zhang; Amir H. Abdi; Dongsheng Li 002; Jianfeng Gao 001; Yuqing Yang 001; Lili Qiu (ICLR, 2025)

SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Xufang Luo; Hao Cheng 002; Dongsheng Li 002; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; Jianfeng Gao 001 (ICLR, 2025)

On Memory Construction and Retrieval for Personalized Conversational Agents. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Xufang Luo; Hao Cheng 002; Dongsheng Li 002; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; Jianfeng Gao 001 (CoRR, 2025)

Magma: A Foundation Model for Multimodal AI Agents. - Jianwei Yang; Reuben Tan; Qianhui Wu; Ruijie Zheng; Baolin Peng; Yongyuan Liang; Yu Gu 017; Mu Cai; Seonghyeon Ye; Joel Jang; Yuquan Deng; Lars Liden; et al. (CoRR, 2025)

MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention. - Yucheng Li; Huiqiang Jiang; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Amir H. Abdi; Dongsheng Li 002; Jianfeng Gao 001; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents. - Qianhui Wu; Kanzhi Cheng; Rui Yang 010; Chaoyun Zhang; Jianwei Yang; Huiqiang Jiang; Jian Mu; Baolin Peng; Bo Qiao 001; Reuben Tan; Si Qin; Lars Liden; et al. (CoRR, 2025)