---
title: "Institute of Automation — research, people and papers"
description: "Institute of Automation (Beijing, China): 17 works on the Elamur Research site, 15 people with a page, 13,299 citations; its topics, units and the…"
canonical: "https://research.elamur.ai/free/en/labs/institute-of-automation/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/labs/institute-of-automation/)

[home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [labs](https://md.research.elamur.ai/free/en/labs/) / Institute of Automation

# Institute of Automation

Research institute · CASIA [Beijing](https://md.research.elamur.ai/free/en/agglomerations/beijing/), Chinain the agglomeration of [Beijing](https://md.research.elamur.ai/free/en/agglomerations/beijing/)

- [Website](http://english.ia.cas.cn/au)
- [ROR](https://ror.org/022c3hy66)
- [OpenAlex](https://openalex.org/I4210112150)

[**17** works in our library](https://md.research.elamur.ai/free/en/labs/institute-of-automation/#works) · [**47** people with a page](https://md.research.elamur.ai/free/en/labs/institute-of-automation/authors/) · [**13,299** citations of these works](https://md.research.elamur.ai/free/en/labs/institute-of-automation/#works) · [**3,392** citations in our library](https://md.research.elamur.ai/free/en/labs/institute-of-automation/#works)

## People (47)

Authors with a page here who worked or studied at Institute of Automation: first those whose cited work was done most here; beside each, their citations.

### Core (15)

Confirmed by their records, or by their bylines here with a fair part of their work.

- [Kang Liu](https://md.research.elamur.ai/free/en/authors/kang-liu/) — current · 2008–2026 on 175 papers · 8 papers here · 7,010 citations
- [Jun Zhao](https://md.research.elamur.ai/free/en/authors/jun-zhao/) — 2003–2025 on 151 papers · 7 papers here · 7,103 citations
- [Peng Wang](https://md.research.elamur.ai/free/en/authors/peng-wang/) — current · 2009–2026 on 67 papers · 5 papers here · 9,149 citations
- [Kaijie Zhu](https://md.research.elamur.ai/free/en/authors/kaijie-zhu/) — current · 2023–2026 on 5 papers · 2 papers here · 4,195 citations
- [Liheng Xu](https://md.research.elamur.ai/free/en/authors/liheng-xu/) — 2013–2015 on 8 papers · 2 papers here · 3,106 citations
- [Daojian Zeng](https://md.research.elamur.ai/free/en/authors/daojian-zeng/) — 2013–2025 on 9 papers · 3 papers here · 3,436 citations
- [Bo Xu](https://md.research.elamur.ai/free/en/authors/bo-xu/) — current · 2002–2026 on 223 papers · 3 papers here · 3,383 citations
- [Shizhu He](https://md.research.elamur.ai/free/en/authors/shizhu-he/) — current · 2014–2026 on 70 papers · 4 papers here · 3,084 citations
- [Yubo Chen](https://md.research.elamur.ai/free/en/authors/yubo-chen/) — current · 2013–2025 on 78 papers · 4 papers here · 2,403 citations
- [Jiajun Zhang](https://md.research.elamur.ai/free/en/authors/jiajun-zhang/) — current · 2008–2026 on 155 papers · 2 papers here · 1,435 citations
- [Feifei Zhai](https://md.research.elamur.ai/free/en/authors/feifei-zhai/) — current · 2012–2026 on 18 papers · 2 papers here · 1,999 citations
- [Mengdan Zhang](https://md.research.elamur.ai/free/en/authors/mengdan-zhang/) — 2015–2025 on 6 papers · 2 papers here · 932 citations
- [Nan Xu](https://md.research.elamur.ai/free/en/authors/nan-xu/) — current · 2017–2025 on 26 papers · 3 papers here · 762 citations
- [Chengqing Zong](https://md.research.elamur.ai/free/en/authors/chengqing-zong/) — current · 2000–2026 on 305 papers · 2 papers here · 805 citations
- [Wenji Mao](https://md.research.elamur.ai/free/en/authors/wenji-mao/) — current · 2007–2026 on 114 papers · 2 papers here · 272 citations

**Also published with this affiliation (32)**

Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.

- [Wei Bi](https://md.research.elamur.ai/free/en/authors/wei-bi/) — 2020–2021 on 2 papers · 2 papers here · 1,865 citations
- [Liang Wang](https://md.research.elamur.ai/free/en/authors/liang-wang/) — current · 2023–2026 on 5 papers · 6 papers here · 2,637 citations
- [Qiang Liu](https://md.research.elamur.ai/free/en/authors/qiang-liu/) — current · 2022–2026 on 11 papers · 3 papers here · 1,428 citations
- [Xin Liu](https://md.research.elamur.ai/free/en/authors/xin-liu/) — current · 4 papers here · 7,726 citations
- [Jian Yang](https://md.research.elamur.ai/free/en/authors/jian-yang/) — 2009–2025 on 2 papers · 3 papers here · 6,147 citations
- [Wei Li](https://md.research.elamur.ai/free/en/authors/wei-li/) — 2011–2012 on 3 papers · 8 papers here · 6,011 citations
- [Peng Li](https://md.research.elamur.ai/free/en/authors/peng-li/) — 2008–2009 on 3 papers · 5 papers here · 3,595 citations
- [Qi Zhang](https://md.research.elamur.ai/free/en/authors/qi-zhang/) — 2016–2020 on 2 papers · 3 papers here · 3,510 citations
- [Dong Yu](https://md.research.elamur.ai/free/en/authors/dong-yu/) — 2010–2011 on 3 papers · 9 papers here · 2,869 citations
- [Runji Lin](https://md.research.elamur.ai/free/en/authors/runji-lin/) — 2023–2024 on 2 papers · 2 papers here · 2,503 citations
- [Shikun Feng](https://md.research.elamur.ai/free/en/authors/shikun-feng/) — 2010–2014 on 4 papers · 3 papers here · 2,358 citations
- [Jingdong Chen](https://md.research.elamur.ai/free/en/authors/jingdong-chen/) — 2002 on 2 papers · 2 papers here · 2,302 citations
- [Zhou Yu](https://md.research.elamur.ai/free/en/authors/zhou-yu/) — 2005–2025 on 23 papers · 7 papers here · 2,254 citations
- [Xianpei Han](https://md.research.elamur.ai/free/en/authors/xianpei-han/) — 2009–2015 on 3 papers · 5 papers here · 2,254 citations
- [Chaoyou Fu](https://md.research.elamur.ai/free/en/authors/chaoyou-fu/) — 2017–2024 on 15 papers · 3 papers here · 2,195 citations
- [Yujiu Yang](https://md.research.elamur.ai/free/en/authors/yujiu-yang/) — 2004–2008 on 5 papers · 4 papers here · 1,920 citations
- [Zifan Wang](https://md.research.elamur.ai/free/en/authors/zifan-wang/) — current · 2026 on 5 papers · 2 papers here · 1,855 citations
- [Jing Liu](https://md.research.elamur.ai/free/en/authors/jing-liu/) — 2023 on 2 papers · 3 papers here · 1,586 citations
- [Ming Yan](https://md.research.elamur.ai/free/en/authors/ming-yan/) — 2014–2016 on 5 papers · 2 papers here · 1,380 citations
- [Aojun Zhou](https://md.research.elamur.ai/free/en/authors/aojun-zhou/) — 2020–2021 on 2 papers · 4 papers here · 1,166 citations
- [Wenxuan Wang](https://md.research.elamur.ai/free/en/authors/wenxuan-wang/) — 2024–2025 on 2 papers · 2 papers here · 1,114 citations
- [Jian-Guang Lou](https://md.research.elamur.ai/free/en/authors/jian-guang-lou/) — 2002–2006 on 4 papers · 2 papers here · 1,090 citations
- [Li Yuan](https://md.research.elamur.ai/free/en/authors/li-yuan/) — 2008–2025 on 2 papers · 2 papers here · 996 citations
- [Long Zhou](https://md.research.elamur.ai/free/en/authors/long-zhou/) — 2016–2020 on 17 papers · 2 papers here · 946 citations
- [Jue Wang](https://md.research.elamur.ai/free/en/authors/jue-wang/) — 1988–2014 on 3 papers · 2 papers here · 723 citations

The first 25; all on the full list below.

[See all 47 people →](https://md.research.elamur.ai/free/en/labs/institute-of-automation/authors/)

## Works in our library (17)

The most cited first (OpenAlex citations plus our library's).

- [A Survey on Evaluation of Large Language Models](https://md.research.elamur.ai/free/en/papers/chang-2023-survey-evaluation-large-language-models/) — Yupeng Chang, Xu Wang, Jindong Wang, et al. · 2023 · 3,640 citations
- [Knowledge Graph Embedding via Dynamic Mapping Matrix](https://md.research.elamur.ai/free/en/papers/ji-2015-knowledge-graph-embedding-dynamic-mapping/) — Guoliang Ji, Shizhu He, Liheng Xu, et al. · 2015 · 1,936 citations
- [Relation Classification via Convolutional Deep Neural Network](https://md.research.elamur.ai/free/en/papers/zeng-2014-relation-classification-convolutional-deep-neural/) — Daojian Zeng, Kang Liu, Siwei Lai, et al. · 2014 · 1,659 citations
- [Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/chen-2015-event-extraction-dynamic-multi-pooling/) — Yubo Chen, Liheng Xu, Kang Liu, et al. · 2015 · 1,170 citations
- [Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme](https://md.research.elamur.ai/free/en/papers/zheng-2017-joint-extraction-entities-relations-based/) — Suncong Zheng, Feng Wang, Hongyun Bao, et al. · 2017 · 902 citations
- [Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism](https://md.research.elamur.ai/free/en/papers/zeng-2018-extracting-relational-facts-end-end/) — Xiangrong Zeng, Daojian Zeng, Shizhu He, et al. · 2018 · 607 citations
- [MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models](https://md.research.elamur.ai/free/en/papers/fu-2023-mme-comprehensive-evaluation-benchmark-multimodal/) — Chaoyou Fu, Peixian Chen, Yunhang Shen, et al. · 2023 · 529 citations
- [LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding](https://md.research.elamur.ai/free/en/papers/bai-2023-longbench-bilingual-multitask-benchmark/) — Yushi Bai, Xin Lv, Jiajie Zhang, et al. · 2023 · 505 citations
- [Event Extraction as Machine Reading Comprehension](https://md.research.elamur.ai/free/en/papers/liu-2020-event-extraction-as-machine-reading/) — Jian Liu, Yubo Chen, Kang Liu, et al. · 2020 · 420 citations
- [Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis](https://md.research.elamur.ai/free/en/papers/fu-2024-video-mme-first-ever-comprehensive/) — Chaoyou Fu, Yuhan Dai, Yongdong Luo, et al. · 2024 · 403 citations
- [Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms](https://md.research.elamur.ai/free/en/papers/liu-2017-exploiting-argument-information-improve-event/) — Shulin Liu, Yubo Chen, Kang Liu, et al. · 2017 · 309 citations
- [PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts](https://md.research.elamur.ai/free/en/papers/zhu-2023-promptrobust-towards-evaluating-robustness-large/) — Kaijie Zhu, Jindong Wang, Jiaheng Zhou, et al. · 2023 · 301 citations
- [OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models](https://md.research.elamur.ai/free/en/papers/liu-2023-ocrbench-hidden-mystery-ocr-large/) — Yuliang Liu, Zhang Li, Mingxin Huang, et al. · 2023 · 297 citations
- [Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association](https://md.research.elamur.ai/free/en/papers/xu-2020-reasoning-multimodal-sarcastic-tweets-modeling/) — Nan Xu, Zhixiong Zeng, Wenji Mao · 2020 · 206 citations
- [RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2023-rolellm-benchmarking-eliciting-enhancing-role/) — Zekun Moore Wang, Zhongyuan Peng, Haoran Que, et al. · 2023 · 186 citations
- [Leveraging FrameNet to Improve Automatic Event Detection](https://md.research.elamur.ai/free/en/papers/liu-2016-leveraging-framenet-improve-automatic-event/) — Shulin Liu, Yubo Chen, Shizhu He, et al. · 2016 · 163 citations
- [Dynamic Routing Transformer Network for Multimodal Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/tian-2023-dynamic-routing-transformer-network-multimodal/) — Yuan Tian, Nan Xu, Ruike Zhang, et al. · 2023 · 66 citations

## Topics

Topics of its works in our library, with the number of works on each.

[Information extraction 5](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Vision & language 5](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Language models & pretraining 4](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks 4](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning 2](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Semantic role labeling 1](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Question answering 1](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Sentiment & emotion 1](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Knowledge graphs & ontologies 1](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/)

Fields: [Natural language processing](https://md.research.elamur.ai/free/en/shelves/nlp/) (8) · [Linguistics & languages](https://md.research.elamur.ai/free/en/shelves/linguistics/) (3)

## Collaborates with

Institutions on the bylines of the same works here; the number is the works they share.

[Chinese Academy of Sciences 13](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) [University of Chinese Academy of Sciences 6](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) [Peking University 3](https://md.research.elamur.ai/free/en/universities/peking-university/) [Carnegie Mellon University 2](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) [Microsoft Research Asia 2](https://md.research.elamur.ai/free/en/companies/microsoft-research-asia/) [Hong Kong University of Science and Technology 2](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) [Tencent 2](https://md.research.elamur.ai/free/en/companies/tencent/) [Westlake University 2](https://md.research.elamur.ai/free/en/universities/westlake-university/) [Nanjing University 2](https://md.research.elamur.ai/free/en/universities/nanjing-university/) [Xiamen University 2](https://md.research.elamur.ai/free/en/universities/xiamen-university/) [Microsoft 1](https://md.research.elamur.ai/free/en/companies/microsoft/) [Tsinghua University 1](https://md.research.elamur.ai/free/en/universities/tsinghua-university/)

## Parent and units

**Part of** [Chinese Academy of Sciences](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/)

**Units** State Key Laboratory of Complex System Management and Control State Key Laboratory of Pattern Recognition

From the Research Organization Registry (ROR); those with a page here are linked.

Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at Institute of Automation; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.