Cao Liu

42 papers A* 5A 2B 1Journal 22Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutothinkRAG: Complexity-Aware Control of Retrieval-Augmented Reasoning for Image-Text Interaction.
CoRR
Jiashu Yang, Chi Zhang, Abudukelimu Wuerkaixi, Xuxin Cheng, Cao Liu, Ke Zeng, Xu Jia, Xunliang Cai
2026 J jnl
DIFFA-2: A Practical Diffusion Large Language Model for General Audio Understanding.
CoRR
Jiaming Zhou, Xuxin Cheng, Shiwan Zhao, Yuhang Jia, Cao Liu, Ke Zeng, Xunliang Cai, Yong Qin
2026 J jnl
Knowledge-guided lightweight vision transformer with circular relative positional encoding for condition identification of industrial rotary kilns.
Expert Syst. Appl.
Hao Wang, ChaoBo Zhang, Wenxiong Kang, Xiaojun Liang, Cao Liu, Chunhua Yang, Weihua Gui
2026 J jnl
Reflecting Twice before Speaking with Empathy: Self-Reflective Alternating Inference for Empathy-Aware End-to-End Spoken Dialogue.
CoRR
Yuhang Jia, Pei Liu, Haoqin Sun, Jiaming Zhou, Xuxin Cheng, Cao Liu, Ke Zeng, Xunliang Cai, Yong Qin
2026 J jnl
Silo-Bench: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems.
CoRR
Yuzhe Zhang, Feiran Liu, Yi Shan, Xinyi Huang, Xin Yang, Yueqi Zhu, Xuxin Cheng, Cao Liu, Ke Zeng, Terry Jingchen Zhang, Wenyuan Jiang
2026 J jnl
TRIP-Bench: A Benchmark for Long-Horizon Interactive Agents in Real-World Scenarios.
CoRR
Yuanzhe Shen, Zisu Huang, Zhengyuan Wang, Muzhao Tian, Zhengkang Guo, Chenyang Zhang, Shuaiyu Zhou, Zengjie Hu, Dailin Li, Jingwen Xu, Kaimin Wang, Wenhao Liu, Tianlong Li, Fengpeng Yue, Feng Hong, Cao Liu, Ke Zeng
2026 J jnl
Towards Self-Robust LLMs: Intrinsic Prompt Noise Resistance via CoIPO.
CoRR
Xin Yang, Letian Li, Abudukelimu Wuerkaixi, Xuxin Cheng, Cao Liu, Ke Zeng, Xunliang Cai, Wenyuan Jiang
2025 J jnl
Higher Satisfaction, Lower Cost: A Technical Report on How LLMs Revolutionize Meituan's Intelligent Interaction Systems.
CoRR
Xuxin Cheng, Ke Zeng, Zhiquan Cao, Linyi Dai, Wenxuan Gao, Fei Han, Ai Jian, Feng Hong, Wenxing Hu, Zihe Huang, Dejian Kong, Jia Leng, Zhuoyuan Liao, Pei Liu, Jiaye Lin, Xing Ma, Jingqing Ruan, Jiaxing Song, Xiaoyu Tan, Ruixuan Xiao, Wenhui Yu, WenYu Zhan, Haoxing Zhang, Chao Zhou, Hao Zhou, Shaodong Zheng, Ruinian Chen, Siyuan Chen, Ziyang Chen, Yiwen Dong, Yaoyou Fan, Yangyi Fang, Yang Gan, Shiguang Guo, Qi He, Chaowen Hu, Binghui Li, Dailin Li, Xiangyu Li, Yan Li, Chengjian Liu, Xiangfeng Liu, Jiahui Lv, Qiao Ma, Jiang Pan, Cong Qin, Chenxing Sun, Wen Sun, Zhonghui Wang, Abudukelimu Wuerkaixi, Xin Yang, Fangyi Yuan, Yawen Zhu, Tianyi Zhai, Jie Zhang, Runlai Zhang, Yao Xu, Yiran Zhao, Yifan Wang, Xunliang Cai, Yangen Hu, Cao Liu, Lu Pan, Xiaoli Wang, Bo Xiao, Wenyuan Yao, Qianlin Zhou, Benchang Zhu
2024 J jnl
A Segment Augmentation and Prediction Consistency Framework for Multi-label Unknown Intent Detection.
ACM Trans. Knowl. Discov. Data
Jiacheng Yang, Miaoxin Chen, Cao Liu, Boqi Dai, Hai-Tao Zheng, Hui Wang, Rui Xie, Hong-Gee Kim
2024 J jnl
Information bottleneck based knowledge selection for commonsense reasoning.
Inf. Sci.
Zhao Yang, Yuanzhe Zhang, Pengfei Cao, Cao Liu, Jiansong Chen, Jun Zhao, Kang Liu
2024 — conf
Learning or Self-aligning? Rethinking Instruction Fine-tuning.
ACL (1)
Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun
2024 J jnl
Learning or Self-aligning? Rethinking Instruction Fine-tuning.
CoRR
Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun
2023 — conf
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing.
ACL (1)
Shan Wu, Chunlei Xin, Hongyu Lin, Xianpei Han, Cao Liu, Jiansong Chen, Fan Yang, Guanglu Wan, Le Sun
2023 — conf
Generative Calibration for In-context Learning.
EMNLP (Findings)
Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jun Zhao, Kang Liu
2023 J jnl
Generative Calibration for In-context Learning.
CoRR
Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jun Zhao, Kang Liu
2023 — conf
Interpreting Sentiment Composition with Latent Semantic Tree.
ACL (Findings)
Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jiansong Chen, Jun Zhao, Kang Liu
2023 J jnl
Interpreting Sentiment Composition with Latent Semantic Tree.
CoRR
Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jiansong Chen, Jun Zhao, Kang Liu
2023 A* conf
Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process.
EMNLP
Zhao Yang, Yuanzhe Zhang, Dianbo Sui, Cao Liu, Jun Zhao, Kang Liu
2023 A conf
Segment Augmentation and Prediction Consistency Neural Network for Multi-label Unknown Intent Detection.
CIKM
Miaoxin Chen, Cao Liu, Boqi Dai, Hai-Tao Zheng, Ting Song, Jiansong Chen, Guanglu Wan, Rui Xie
2023 J jnl
Unsupervised Dialogue State Tracking for End-to-End Task-Oriented Dialogue with a Multi-Span Prediction Network.
J. Comput. Sci. Technol.
Qingbin Liu, Shizhu He, Cao Liu, Kang Liu, Jun Zhao
2022 A* conf
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss.
AAAI
Yantao Gong, Cao Liu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Weipeng Zhang, Houfeng Wang
2022 J jnl
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss.
CoRR
Yantao Gong, Cao Liu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Weipeng Zhang, Houfeng Wang
2022 A* conf
Dialogue Topic Segmentation via Parallel Extraction Network with Neighbor Smoothing.
SIGIR
Jinxiong Xia, Cao Liu, Jiansong Chen, Yuchen Li, Fan Yang, Xunliang Cai, Guanglu Wan, Houfeng Wang
2022 J jnl
MME-CRS: Multi-Metric Evaluation Based on Correlation Re-Scaling for Evaluating Open-Domain Dialogue.
CoRR
Pengfei Zhang, Xiaohui Hu, Kaidong Yu, Jian Wang, Song Han, Cao Liu, Chunyang Yuan
2022 — conf
MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis.
SemEval@NAACL
Cong Chen, Jiansong Chen, Cao Liu, Fan Yang, Guanglu Wan, Jinxiong Xia
2021 A conf
Density-Based Dynamic Curriculum Learning for Intent Detection.
CIKM
Yantao Gong, Cao Liu, Jiazhen Yuan, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Ruiyao Niu, Houfeng Wang
2021 J jnl
Density-Based Dynamic Curriculum Learning for Intent Detection.
CoRR
Yantao Gong, Cao Liu, Jiazhen Yuan, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Ruiyao Niu, Houfeng Wang
2021 A* conf
Distant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer Service.
SIGIR
Bing Ma, Cao Liu, Jingyu Wang, Shujie Hu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Jianxin Liao
2021 — conf
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks.
EMNLP (1)
Qingbin Liu, Pengfei Cao, Cao Liu, Jiansong Chen, Xunliang Cai, Fan Yang, Shizhu He, Kang Liu, Jun Zhao
2021 J jnl
Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue.
Knowl. Based Syst.
Qingbin Liu, Guirong Bai, Shizhu He, Cao Liu, Kang Liu, Jun Zhao
2019 — conf
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss.
EMNLP/IJCNLP (1)
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
2019 J jnl
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss.
CoRR
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
2019 B conf
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots.
CoNLL
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
2019 J jnl
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots.
CoRR
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
2019 — conf
Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation.
ACL (1)
Cao Liu, Shizhu He, Kang Liu, Jun Zhao
2018 A* conf
Curriculum Learning for Natural Answer Generation.
IJCAI
Cao Liu, Shizhu He, Kang Liu, Jun Zhao
2017 — conf
Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning.
ACL (1)
Shizhu He, Cao Liu, Kang Liu, Jun Zhao
2017 — conf
IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations.
IJCNLP (Shared Tasks)
Shangmin Guo, Kang Liu, Shizhu He, Cao Liu, Jun Zhao, Zhuoyu Wei
2017 — conf
Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge.
CCL
Cao Liu, Shizhu He, Hang Yang, Kang Liu, Jun Zhao
2015 J jnl
A Novel Method of Adaptive Traffic Image Enhancement for Complex Environments.
J. Sensors
Cao Liu, Hong Zheng, Dian Yu, Xiaohang Xu
2013 J jnl
Face Recognition Scheme based on HSI-PCNN.
J. Multim.
Xi Li, Hong Zheng, Cao Liu
2007 — conf
On the Performance of Metamodel Assisted MOEA/D.
ISICA
Wudong Liu, Qingfu Zhang, Edward P. K. Tsang, Cao Liu, Botond Virginas