Conversion Rate Estimation in Online Advertising via Exploring Potential Impact of Creative. - Junxiang Jiang; Huiqiang Jiang (DEXA (2), 2017)

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)

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)

Decomposed Meta-Learning for Few-Shot Named Entity Recognition. - Tingting Ma; Huiqiang Jiang; Qianhui Wu; Tiejun Zhao; Chin-Yew Lin (ACL (Findings), 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 001; Dongsheng Li 002; Xudong Wang; Lili Qiu (INTERSPEECH, 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)

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 001; Zhi Wang; Mao Yang 004 (ICCV, 2023)

Attentive Mask CLIP. - Yifan Yang 004; Weiquan Huang; Yixuan Wei; Houwen Peng; Xinyang Jiang; Huiqiang Jiang; Fangyun Wei; Yin Wang; Han Hu 001; Lili Qiu; Yuqing Yang 001 (ICCV, 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 001; Jinyu Li; Mao Yang 004; Lili Qiu (INTERSPEECH, 2023)

End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. - Yukang Liang; Kaitao Song; Shaoguang Mao; Huiqiang Jiang; Luna Qiu; Yuqing Yang 001; Dongsheng Li 002; Linli Xu; Lili Qiu (INTERSPEECH, 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 001; Fan Yang 024; Chengruidong Zhang; Lili Qiu; Mao Yang 004; Lidong Zhou (SOSP, 2023)

SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation. - Ningxin Zheng; Huiqiang Jiang; Quanlu Zhang; Zhenhua Han; Yuqing Yang 001; Lingxiao Ma; Fan Yang 024; Lili Qiu; Mao Yang 004; Lidong Zhou (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)

Hybrid SLM and LLM for Edge-Cloud Collaborative Inference. - Zixu Hao; Huiqiang Jiang; Shiqi Jiang; Ju Ren 001; Ting Cao (EdgeFM@MobiSys, 2024)

Position Engineering: Boosting Large Language Models through Positional Information Manipulation. - Zhiyuan He; Huiqiang Jiang; Zilong Wang 006; Yuqing Yang 001; Luna Qiu; Lili Qiu (EMNLP, 2024)

Poster: Design of Elastic Deep Neural Network Candidate Spaces for Inference on Diverse Devices. - Jeongho Won; Ting Cao; Huiqiang Jiang; Junehwa Song (MobiSys, 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)

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval. - Di Liu; Meng Chen; Baotong Lu; Huiqiang Jiang; Zhenhua Han; Qianxi Zhang; Qi Chen 009; Chengruidong Zhang; Bailu Ding; Kai Zhang; Chen Chen 067; Fan Yang 024; 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)

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)

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)

Scaling Up On-Device LLMs via Active-Weight Swapping Between DRAM and Flash. - Fucheng Jia; Zewen Wu; Shiqi Jiang; Huiqiang Jiang; Qianxi Zhang; Yuqing Yang 001; Yunxin Liu 001; Ju Ren 001; Deyu Zhang; Ting Cao (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)

Zoomer: Adaptive Image Focus Optimization for Black-box MLLM. - Jiaxu Qian; Chendong Wang; Yifan Yang 004; Chaoyun Zhang; Huiqiang Jiang; Xufang Luo; Yu Kang 006; Qingwei Lin; Anlan Zhang; Shiqi Jiang; Ting Cao; Tianjun Mao; et al. (CoRR, 2025)

RetroInfer: A Vector-Storage Approach for Scalable Long-Context LLM Inference. - Yaoqi Chen; Jinkai Zhang; Baotong Lu; Qianxi Zhang; Chengruidong Zhang; Jingjia Luo; Di Liu; Huiqiang Jiang; Qi Chen; Jing Liu; Bailu Ding; Xiao Yan; et al. (CoRR, 2025)

Chain-of-Model Learning for Language Model. - Kaitao Song; Xiaohua Wang; Xu Tan 003; Huiqiang Jiang; Chengruidong Zhang; Yongliang Shen 001; Cen LU; Zihao Li 006; Zifan Song; Caihua Shan; Yansen Wang; Kan Ren; et al. (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)

SecurityLingua: Efficient Defense of LLM Jailbreak Attacks via Security-Aware Prompt Compression. - Yucheng Li; Surin Ahn; Huiqiang Jiang; Amir H. Abdi; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

TriangleMix: A Lossless and Efficient Attention Pattern for Long Context Prefilling. - Zhiyuan He; Yike Zhang; Chengruidong Zhang; Huiqiang Jiang; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

LeanK: Learnable K Cache Channel Pruning for Efficient Decoding. - Yike Zhang; Zhiyuan He; Huiqiang Jiang; Chengruidong Zhang; Yuqing Yang 001; Jianyong Wang 001; Lili Qiu (CoRR, 2025)