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

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; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; et al. (Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024)

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression - Huiqiang Jiang; Qianhui Wu; Xufang Luo; Dongsheng Li; Chin-Yew Lin; Yuqing Yang; Lili Qiu (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

Hybrid SLM and LLM for Edge-Cloud Collaborative Inference - Zixu Hao; Huiqiang Jiang; Shiqi Jiang; Ju Ren; Ting Cao (Proceedings of the Workshop on Edge and Mobile Foundation Models, EdgeFM 2024, Minato-ku, Tokyo, Japan, June 3-7, 2024, 2024)

Position Engineering: Boosting Large Language Models through Positional Information Manipulation - Zhiyuan He; Huiqiang Jiang; Zilong Wang; Yuqing Yang; Luna Qiu; Lili Qiu (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Poster: Design of Elastic Deep Neural Network Candidate Spaces for Inference on Diverse Devices - Jeongho Won; Ting Cao; Huiqiang Jiang; Junehwa Song (Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services, MOBISYS 2024, Minato-ku, Tokyo, Japan, June 3-7, 2024, 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 Abdi; Dongsheng Li; Chin-Yew Lin; Yuqing Yang; Lili Qiu (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 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; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; et al. (CoRR, 2024)

Position Engineering: Boosting Large Language Models through Positional Information Manipulation - Zhiyuan He; Huiqiang Jiang; Zilong Wang; Yuqing Yang; Luna Qiu; Lili Qiu (CoRR, 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; Yuqing Yang; Yongfeng Huang; Lili Qiu (CoRR, 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; Chin-Yew Lin; Yuqing Yang; Lili Qiu (CoRR, 2024)

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval - Di Liu; Meng Chen; Baotong Lu; Huiqiang Jiang; Zhenhua Han; Qianxi Zhang; Qi Chen; Chengruidong Zhang; Bailu Ding; Kai Zhang; Chen Chen; Fan Yang; et al. (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)

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; Jianfeng Gao; Yuqing Yang; Lili Qiu (CoRR, 2024)

CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition - Tingting Ma; Qianhui Wu; Huiqiang Jiang; Börje Karlsson; Tiejun Zhao; Chin-Yew Lin (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text - Qianhui Wu; Huiqiang Jiang; Haonan Yin; Börje Karlsson; Chin-Yew Lin (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models - Huiqiang Jiang; Qianhui Wu; Chin-Yew Lin; Yuqing Yang; Lili Qiu (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Attentive Mask CLIP - Yifan Yang; Weiquan Huang; Yixuan Wei; Houwen Peng; Xinyang Jiang; Huiqiang Jiang; Fangyun Wei; Yin Wang; Han Hu; Lili Qiu; Yuqing Yang (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices - Chen Tang; Li Lyna Zhang; Huiqiang Jiang; Jiahang Xu; Ting Cao; Quanlu Zhang; Yuqing Yang; Zhi Wang; Mao Yang (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

End-to-End Word-Level Pronunciation Assessment with MASK Pre-training - Yukang Liang; Kaitao Song; Shaoguang Mao; Huiqiang Jiang; Luna Qiu; Yuqing Yang; Dongsheng Li; Linli Xu; Lili Qiu (24th Annual Conference of the International Speech Communication Association, Interspeech 2023, Dublin, Ireland, August 20-24, 2023, 2023)

Accurate and Structured Pruning for Efficient Automatic Speech Recognition - Huiqiang Jiang; Li Lyna Zhang; Yuang Li; Yu Wu; Shijie Cao; Ting Cao; Yuqing Yang; Jinyu Li; Mao Yang; Lili Qiu (24th Annual Conference of the International Speech Communication Association, Interspeech 2023, Dublin, Ireland, August 20-24, 2023, 2023)

PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation - Ningxin Zheng; Huiqiang Jiang; Quanlu Zhang; Zhenhua Han; Lingxiao Ma; Yuqing Yang; Fan Yang; Chengruidong Zhang; Lili Qiu; Mao Yang; Lidong Zhou (Proceedings of the 29th Symposium on Operating Systems Principles, SOSP 2023, Koblenz, Germany, October 23-26, 2023, 2023)

SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation - Ningxin Zheng; Huiqiang Jiang; Quanlu Zhang; Zhenhua Han; Yuqing Yang; Lingxiao Ma; Fan Yang; Lili Qiu; Mao Yang; Lidong Zhou (CoRR, 2023)

ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices - Chen Tang; Li Lyna Zhang; Huiqiang Jiang; Jiahang Xu; Ting Cao; Quanlu Zhang; Yuqing Yang; Zhi Wang; Mao Yang (CoRR, 2023)

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

Accurate and Structured Pruning for Efficient Automatic Speech Recognition - Huiqiang Jiang; Li Lyna Zhang; Yuang Li; Yu Wu; Shijie Cao; Ting Cao; Yuqing Yang; Jinyu Li; Mao Yang; Lili Qiu (CoRR, 2023)

End-to-End Word-Level Pronunciation Assessment with MASK Pre-training - Yukang Liang; Kaitao Song; Shaoguang Mao; Huiqiang Jiang; Luna Qiu; Yuqing Yang; Dongsheng Li; Linli Xu; Lili Qiu (CoRR, 2023)

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

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression - Huiqiang Jiang; Qianhui Wu; Xufang Luo; Dongsheng Li; Chin-Yew Lin; Yuqing Yang; Lili Qiu (CoRR, 2023)

Decomposed Meta-Learning for Few-Shot Named Entity Recognition - Tingting Ma; Huiqiang Jiang; Qianhui Wu; Tiejun Zhao; Chin-Yew Lin (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech - Kaitao Song; Teng Wan; Bixia Wang; Huiqiang Jiang; Luna Qiu; Jiahang Xu; Liping Jiang; Qun Lou; Yuqing Yang; Dongsheng Li; Xudong Wang; Lili Qiu (23rd Annual Conference of the International Speech Communication Association, Interspeech 2022, Incheon, Korea, September 18-22, 2022, 2022)

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

Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text - Qianhui Wu; Huiqiang Jiang; Haonan Yin; Börje F. Karlsson; Chin-Yew Lin (CoRR, 2022)

Attentive Mask CLIP - Yifan Yang; Weiquan Huang; Yixuan Wei; Houwen Peng; Xinyang Jiang; Huiqiang Jiang; Fangyun Wei; Yin Wang; Han Hu; Lili Qiu; Yuqing Yang (CoRR, 2022)

AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER - Weile Chen; Huiqiang Jiang; Qianhui Wu; Börje Karlsson; Yi Guan (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

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

BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge - Huiqiang Jiang; Guoxin Wang; Weile Chen; Chengxi Zhang; Börje F. Karlsson (CoRR, 2021)

Conversion Rate Estimation in Online Advertising via Exploring Potential Impact of Creative - Junxiang Jiang; Huiqiang Jiang (Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II, 2017)