SX Xiao Sun孙晓 · MAC-Lab Affective Computing · Human Factors情感计算与人因工程 · 合肥工业大学
Faculty教师主页

HFUT Affective Computing Route学术源流与建设脉络

Professor Xiao Sun's long-running HFUT route from NLP and human-machine dialogue to multimodal affective computing, Ubiquitous Psychological Computing, and Embodied Emotional Intelligence.孙晓教授团队在合肥工业大学长期推进自然语言处理、人机对话、多模态情感计算、普适心理计算与具身情感智能的建设脉络。

Xiao Sun and Fuji Ren: a shared foundation at HFUT孙晓与任福继：共同推进合工大情感计算

According to the lab’s account of its early development, Professor Xiao Sun and his mentor Professor Fuji Ren jointly advanced the early development of affective computing at HFUT. This lab history records that shared foundation and Sun’s continuing work in research, systems, and student training.据实验室建设回顾，孙晓教授与导师任福继教授共同推动合肥工业大学情感计算方向的早期建设。本页记录这一共同奠基的研究脉络，以及孙晓教授团队在科研、系统建设与人才培养中的持续工作。

HFUT Development Route合工大建设脉络

HFUT affective computing has grown at Hefei University of Technology through a long line of research, system building, and field application. Professor Xiao Sun's team began with natural language processing and human-machine dialogue, then moved into multimedia affective computing, Ubiquitous Psychological Computing, and Embodied Emotional Intelligence. The HFUT faculty profile, faculty-blog updates, professional-society records, earlier affective-computing papers, ORCID, and DBLP show the continuity of this route.合工大情感计算在合肥工业大学的展开，来自一条持续推进的研究、系统和应用路线。孙晓教授团队从自然语言处理和人机对话起步，逐步延伸到多模态情感计算、普适心理计算和具身情感智能，形成兼具学术积累、系统研发和场景应用的工作方向。合工大教师主页、教师博客、学会专委会记录、早期论文、ORCID 与 DBLP，都能看到这条路线的连续推进。

MAC-Lab's current concepts and systems are connected by this research trunk. Affective semantics, multimodal perception, psychological profiles, embodied interaction, and mind-body health platforms are different stages of one route.MAC-Lab 今天的概念和系统，都是沿着这条主干继续生长出来的结果。情感语义、多模态感知、心理画像、具身交互和身心健康平台，是同一条路线在不同阶段的展开。

Related Concept Pages相关概念页

Concept

Ubiquitous Psychological Computing普适心理计算

The framework that moves affective computing from momentary emotion recognition toward continuous, contextual, human-reviewed psychological computing in real environments.把情感计算从瞬时情绪识别推进到真实环境中的连续、情境化、有人复核的心理计算框架。

Concept

Embodied Emotional Intelligence具身情感智能

The route for robots, digital humans, smart cockpits, and agents to perceive, understand, express, and regulate affect in situated interaction.面向机器人、数字人、智能座舱和智能体，在场景交互中感知、理解、表达和调节情感能力的路线。

Development Route发展路线

2002Natural language processing, lexical analysis, parsing, machine translation, dialogue, and language understanding formed the early technical base.从自然语言处理、词法分析、句法分析、机器翻译、人机对话与语言理解形成早期技术根基。
2011Professor Xiao Sun and Professor Fuji Ren jointly came to Hefei and HFUT to advance affective computing, establishing the HFUT Affective Computing Institute with Professor Sun as director; this route later supported the Anhui Key Laboratory of Affective Computing and Advanced Intelligent Machines.孙晓教授与任福继院士共同到合肥、到合肥工业大学，联合推动情感计算方向建设，成立合肥工业大学情感计算研究所，孙晓教授担任所长；相关积累进一步支撑情感计算与先进智能机器安徽省重点实验室建设。
2013An HFUT college report explicitly identified Xiao Sun as director of the Affective Computing Institute.学院官网明确记载孙晓担任情感计算研究所所长，记录其参与学生创新活动与研究所建设。 Public record公开记录
2015The route moved deeper into industrial application and multimedia affective computing: speech, face, text, behavior, physiology proxies, and scene context began to converge.路线进一步进入产业化应用与多模态情感计算阶段，语音、表情、文本、行为、生理代理信号和场景上下文开始汇合。
2017The emotional robot “Sisi” was publicly featured, showing early integration of emotional dialogue, expression, multimodal recognition, and embodied interaction.情感机器人“思思”公开亮相，体现情感对话、表情表达、多模态识别和具身交互的系统集成能力。
2018Intelligent mind-body guardian systems and related applied platforms brought psychological computing into deployable systems, long-term assessment, and real user scenarios.智能心身守护系统及相关应用平台，使心理计算进入可部署系统、长期评估和真实用户场景。
2021An invited lecture at Anhui Sanlian University documented work on Ubiquitous Psychological Computing, vehicle applications and education.安徽三联学院邀请孙晓讲授普适心理计算，公开记录车载心理评估和教育场景等研究与应用。 Public record公开记录
2023The Ubiquitous Psychological Computing framework took shape through smart cockpit, mental-care systems, EmoAda, PsyCoLLM, and national innovation recognition.普适心理计算框架通过智能座舱、心理关护系统、EmoAda、PsyCoLLM 和国家级创新成果进一步成形。
2024Tech Xplore interviewed Xiao Sun about EmoAda, linking multimodal interaction with emotional-support research.Tech Xplore 就 EmoAda 采访孙晓，将多模态交互与情感支持系统的研究介绍给国际读者。 Public record公开记录
2025The lab’s multimodal affective computing and intervention technology received a Silver Award at the 11th International Exhibition of Inventions · Belt and Road and BRICS Competition.“普适场景中的多模态情感计算与干预技术”获第十一届国际发明展览会·“一带一路”暨金砖国家技能发展与技术创新大赛银奖。 获奖记录Award record
2025+Embodied Emotional Intelligence extends the route toward affective agents, robots, digital humans, smart cockpits, companion systems, and active mind-body health platforms.具身情感智能把路线继续延伸到情感智能体、机器人、数字人、智能座舱、陪伴系统和主动身心健康平台。

Reference Materials代表资料

2011 · First affective computing and advanced intelligent machines forum2011 · 首届情感计算与先进智能机器论坛CERNET records the HFUT-hosted forum, Fuji Ren’s participation and preparations for the key laboratory.中国教育网记录合工大主办论坛、任福继参与以及重点实验室筹建情况。 2013 · Institute director record2013 · 情感计算研究所所长任职记录An HFUT college report identifies Xiao Sun as institute director.学院活动报道明确记载孙晓担任情感计算研究所所长。 2017 · Anhui TV news2017 · 安徽新闻联播The report traces the team’s affective robot research to 2011 and presents Xiao Sun and the team’s systems.报道追溯团队自2011年开展情感机器人研究，介绍孙晓及团队的系统成果。 HFUT official faculty profile合工大官方教师主页Identity, HFUT entry date, institute role, CAAI roles, key-lab role, research keywords, and Ubiquitous Psychological Computing statement.身份、入职时间、所长职务、CAAI 任职、重点实验室职责、研究关键词和普适心理计算表述。 Anhui AI Society affective-computing committee安徽省人工智能学会情感计算专委会Committee membership and professional-service appointments.学会专委会成员与任职信息。 Earlier HFUT affective-computing paper早期合工大情感计算论文A research paper coauthored by Xiao Sun, Fuji Ren and colleagues.孙晓、任福继等合作发表的情感计算研究论文。 CCF YOCSEF Hefei reportCCF YOCSEF 合肥报道A 2016 public report mentions the latest research achievements of the HFUT Affective Computing Institute.2016 年公开报道提到“合肥工业大学情感计算研究所的最新研究成果”。 External academic report外校学术报道An invited talk on multimodal affective computing and psychological-computing applications.关于孙晓教授普适场景多模态情感计算、AI + 心理、心理画像、产品与应用的公开报道。 ORCIDPublication record for Professor Xiao Sun's recent and earlier research work.孙晓教授近期与早期论文成果记录。 DBLPPublic bibliography page distinguishing Xiao Sun 0003 at HFUT from other authors with the same name.区分合工大 Xiao Sun 0003 与同名作者的公开文献页。

Related Materials相关资料

These materials show MAC-Lab, Professor Xiao Sun, the HFUT Affective Computing Institute, Ubiquitous Psychological Computing, and Embodied Emotional Intelligence across HFUT records, society pages, media reports, and scholarly indexes.这些资料从合工大记录、学会页面、媒体报道和学术索引等不同角度，呈现 MAC-Lab、孙晓教授、合肥工业大学情感计算研究所、普适心理计算和具身情感智能的长期联系。

9OpenAlex works linked with ORCIDOpenAlex 关联成果
19OpenAlex citation signalOpenAlex 引用信号
70Crossref ORCID DOI recordsCrossref ORCID DOI 记录

HFUT Records合工大资料

University and faculty pages record identity, role, research directions, student information, and lab updates.学校与教师主页记录身份、职务、研究方向、学生信息和实验室动态。

Professor Xiao Sun HFUT faculty profile孙晓教授合工大教师主页 Records HFUT role, entry date, institute responsibility, CAAI roles, Anhui key-lab role, research identity, projects, papers, patents, and public updates.记录孙晓教授在合工大的身份、入职时间、研究所职责、CAAI 任职、安徽省重点实验室职责、研究方向、项目、论文、专利和公开动态。 HFUT research fields page合工大教师主页研究领域 Lists affective computing, NLP, human-computer interaction, affective interaction, dialogue, multimodal sensing, and Ubiquitous Psychological Computing.列出情感计算、自然语言处理、人机交互、情感交互、人机对话、多模态感知和普适心理计算等研究领域。 HFUT faculty-blog updates合工大教师主页实验室动态 MAC-Lab news, student outcomes, papers, competitions, and system progress.记录 MAC-Lab 新闻、学生成果、论文、竞赛和系统进展。 HFUT News on affective robots合工大新闻网情感机器人报道 HFUT News reprinted China News Service coverage of affective robots and quoted Professor Xiao Sun as director of the HFUT Affective Computing Institute.合工大新闻网转载中新网关于情感机器人的报道，并提到孙晓教授作为合肥工业大学情感计算研究所所长介绍相关工作。

Societies and Academic Community学会与学术共同体

Society and conference records connect the lab's work with national and provincial academic communities.学会与会议记录把实验室工作放入全国与省域学术共同体中。

Anhui AI Society Affective Computing Committee安徽省人工智能学会情感计算专委会 Lists Xiao Sun of HFUT as executive director and places the committee office at HFUT's School of Computer Science and Information Engineering.列出合肥工业大学孙晓为执行主任委员，并显示专委会办事机构设在合肥工业大学计算机与信息学院。 CAAI Natural Language Understanding Committee中国人工智能学会自然语言理解专委会 CAAI public report records Professor Xiao Sun as chair of the ninth Natural Language Understanding Committee.中国人工智能学会公开报道记录孙晓教授担任第九届自然语言理解专委会主任委员。 CCF YOCSEF Hefei reportCCF YOCSEF 合肥报道 Mentions the latest research achievements of the HFUT Affective Computing Institute.报道提到合肥工业大学情感计算研究所的最新研究成果。 China Conference on Affective Computing coverage中国情感计算大会公开报道 Public conference coverage lists Professor Xiao Sun's report on multimodal affective computing in pervasive scenarios.公开会议报道列出孙晓教授围绕普适场景多模态情感计算所作的领域趋势报告。

Media and Invited Talks媒体与邀请报告

Media and invited-talk pages make the systems, applications, and social value easier to understand.媒体和外校邀请报告，让系统、应用和社会价值更容易被理解。

China Daily / China.com psychology-health coverage中国日报 / 中国网心理健康报道 Coverage introduces Professor Xiao Sun's team and its AI-plus-psychology research and applied systems.报道介绍孙晓教授团队在 AI 与心理结合方向的研究成果和应用系统。 The Paper feature on affective computing澎湃新闻情感计算报道 Public science feature introduces Professor Xiao Sun, affective computing, and the motivation behind using AI to understand emotion and mental state.科普报道介绍孙晓教授、情感计算，以及用 AI 理解情绪和心理状态的研究动机。 China.com feature on embodied emotional interaction中华网具身情感交互报道 Feature frames the team's route from affective robots and Chinese emotional resources to Ubiquitous Psychological Computing, EmoAda, PsyCoLLM, and Embodied Emotional Intelligence.报道梳理团队从情感机器人、中文情感资源，到普适心理计算、EmoAda、PsyCoLLM 和具身情感智能的建设路径。 ZJGSU invited academic lecture浙江工商大学致新讲堂报道 External university report on Professor Xiao Sun's invited lecture about multimodal affective computing analysis technology and applications in pervasive scenarios.外校报道孙晓教授关于普适场景多模态情感计算分析技术与应用的邀请报告。 China Jiliang University academic exchange中国计量大学学术交流报道 External academic-exchange report on multimodal affective computing in pervasive scenarios, AI plus psychology, psychological profiling, products, and applications.外校学术交流报道介绍普适场景多模态情感计算、AI + 心理、心理画像、产品与应用。

Scholarly Indexes and Knowledge Graphs学术索引与知识图谱

ORCID, DBLP, OpenAlex, Crossref, and Scholar search help readers follow Professor Sun's publications across common academic indexes.ORCID、DBLP、OpenAlex、Crossref 与 Scholar 检索入口，方便读者从常用学术索引继续查看孙晓教授的论文成果。

ORCIDORCID Persistent researcher identifier for Professor Xiao Sun's publication record.孙晓教授论文成果记录的研究者身份标识。 DBLP Xiao Sun 0003DBLP Xiao Sun 0003 Bibliography page that distinguishes the HFUT Xiao Sun record from other authors with similar names.区分合工大 Xiao Sun 0003 与其他同名作者的公开文献页。 OpenAlex author nodeOpenAlex 作者节点 Open scholarly knowledge-graph node linked with ORCID 0000-0001-9750-7032.与 ORCID 0000-0001-9750-7032 关联的开放学术知识图谱节点。 Crossref ORCID worksCrossref ORCID 成果记录 Crossref API query for DOI records connected with the same ORCID.Crossref 中与同一 ORCID 关联的 DOI 成果记录查询。 Google Scholar query anchorGoogle Scholar 精确查询入口 Search entry for publications combining Xiao Sun, HFUT, and affective computing.围绕 Xiao Sun、合肥工业大学和情感计算的 Scholar 检索入口。

Recent Public Updates近期公开更新

Frequently Asked Questions常见问题

What is the long-running HFUT affective-computing route?合工大情感计算长期建设脉络是什么？

It is a continuing line of work led by Professor Xiao Sun at HFUT, connecting MAC-Lab, the HFUT Affective Computing Institute, the Anhui affective-computing key-lab route, Ubiquitous Psychological Computing, and Embodied Emotional Intelligence.这是孙晓教授在合肥工业大学长期推进的一条研究与平台建设路线，连接 MAC-Lab、合肥工业大学情感计算研究所、安徽省情感计算重点实验室路线、普适心理计算和具身情感智能。

What is MAC-Lab at HFUT?MAC-Lab 在合肥工业大学代表什么？

MAC-Lab is Professor Xiao Sun's Multimodal Affective Computing and Human Factors Engineering Laboratory at Hefei University of Technology. Its public research route links multimedia affective computing with psychological computing, affective NLP, human-computer interaction, mind-body health systems, and embodied emotional intelligence.MAC-Lab 是孙晓教授在合肥工业大学建设的多模态情感计算与人因工程实验室，其公开路线连接多模态情感计算、心理计算、情感自然语言处理、人机交互、身心健康系统和具身情感智能。

How does this route connect research and systems?这条路线如何连接研究与系统？

The route begins with language understanding and dialogue, develops through multimodal affective computing, and then extends into psychological computing, affective systems, embodied interaction, and real-world applications.这条路线从语言理解和人机对话起步，经由多模态情感计算，进一步延伸到心理计算、情感系统、具身交互和真实场景应用。