Yang Deng

2.1k citations

65 papers · 1.2k indexed · 1 hit paper · h-index 17

Impact in

Artificial Intelligence top 1%
- Topic Modeling
- Sentiment Analysis and Opinion Mining
- Advanced Text Analysis Techniques
- Natural Language Processing Techniques
- Text and Document Classification Technologies
- Advanced Graph Neural Networks
Information Systems top 2%
- Recommender Systems and Techniques
- Expert finding and Q&A systems

Papers in

Artificial Intelligence 46
- Topic Modeling 42
- Natural Language Processing Techniques 13
- Speech and dialogue systems 12
- Advanced Text Analysis Techniques 10
- Sentiment Analysis and Opinion Mining 6
- Advanced Graph Neural Networks 6
Information Systems 16
- Expert finding and Q&A systems 9
- Recommender Systems and Techniques 8

Co-authors: Wai Lam Lidong Bing Xin Li Wenxuan Zhang Yaliang Li Ying Shen Bolin Ding Yifei Yuan
Journals: ACM Transactions on Information Systems (4 papers)IEEE Transactions on Knowledge and Data Engineering (3 papers)IEEE Access (2 papers)Optics Letters (2 papers)Optics Express (1 paper)
Partner nations: China Hong Kong Singapore

In The Last Decade

Yang Deng

60 papers receiving 1.1k citations

Hit Papers

align trajectories log scale

A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges 2022 · 237 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2022 IEEE Transactions on Knowledge and Data Engineering

Peers

Countries citing papers authored by Yang Deng

Since Specialization

Citations

This map shows the geographic impact of Yang Deng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yang Deng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yang Deng more than expected).

Fields of papers citing papers by Yang Deng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yang Deng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yang Deng. The network helps show where Yang Deng may publish in the future.

Co-authors

The 25 scholars most cited alongside Yang Deng, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Yang Deng Line = papers co-authored together Yang Deng links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Unveiling Knowledge Boundary of Large Language Models for Trustworthy Information Access Yang Deng, Moxin Li, Liang Pang, Wenxuan Zhang, Wai Lam	2025	0
2	Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities ACM Transactions on Information Systems ·Yang Deng, Lizi Liao, Wenqiang Lei, Grace Hui Yang, Wai Lam, Tat‐Seng Chua	2025	5
3	A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers ACM Computing Surveys ·Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu	2024	42
4	Large Language Model Powered Agents for Information Retrieval An Zhang, Yang Deng, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat‐Seng Chua	2024	4
5	Large Language Model Powered Agents in the Web Yang Deng, An Zhang, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat‐Seng Chua	2024	4
6	WatME: Towards Lossless Watermarking Through Lexical Redundancy Hazel, Yatao Bian, Yang Deng, Vasilios Marmaras, Rosanna Guzmán-Pérez, Peilin Zhao, Kam‐Fai Wong	2024	1
7	Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Chen Liang, Yang Deng, 藤吉武内, Luciana Andrea Mattos, Bingzhe Wu, Tat‐Seng Chua, Kam‐Fai Wong	2023	6
8	Unifying Text, Tables, and Images for Multimodal Question Answering Pereira Forjaz, 嘉明三谷, Yang Deng	2023	3
9	Learning to Ask Clarification Questions with Spatial Reasoning Yang Deng, Rosanna Guzmán-Pérez, Wai Lam	2023	4
10	Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference IEEE Transactions on Neural Networks and Learning Systems ·Yang Deng, Wenxuan Zhang, Sanz Alonso M, Ying Shen, Wai Lam	2023	26
11	Multimodal Fashion Knowledge Extraction as Captioning Mahdy S. Korshom, Wenxuan Zhang, Yang Deng, Wai Lam	2023	2
12	A Unified Framework for Contextual and Factoid Question Generation IEEE Transactions on Knowledge and Data Engineering ·E. A. B. de Nardo, Ying Shen, Shiyang Lin, Zhenzhou Lin, Yang Deng	2023	3
13	Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning IEEE Transactions on Knowledge and Data Engineering ·Yang Deng, Yaliang Li, Bolin Ding, Wai Lam	2022	12
14	A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems ACM Transactions on Information Systems ·Yang Deng, Wenxuan Zhang, Sanz Alonso M, Wenqiang Lei, Tat‐Seng Chua, Wai Lam	2022	40
15	A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges IEEE Transactions on Knowledge and Data Engineering ·Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam Hit paper breakdown →	2022	237
16	Towards Generative Aspect-Based Sentiment Analysis Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam	2021	129
17	Multi-hop Inference for Question-driven Summarization Yang Deng, Wenxuan Zhang, Wai Lam	2020	13
18	Answer Category-Aware Answer Selection for Question Answering IEEE Access ·Weijing Wu, Yang Deng, Kenia María Alonso Suárez, Kai Lei	2020	8
19	Gastroenterology Ontology Construction Using Synonym Identification and Relation Extraction IEEE Access ·Ying Shen, Yaliang Li, Yang Deng, Jin Zhang, Min Yang, Jinsong Chen, Agència Catalana del Patrimoni Cultural, Kai Lei	2018	4
20	Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge Singapore Management University Institutional Knowledge (InK) (Singapore Management University) ·Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei	2018	16

About Yang Deng

Yang Deng is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Discrete Mathematics and Combinatorics and General Social Sciences, having authored 65 papers that have together received 1.2k indexed citations. Recurring topics across this work include Topic Modeling (42 papers), Natural Language Processing Techniques (13 papers), Speech and dialogue systems (12 papers), Advanced Text Analysis Techniques (10 papers), Expert finding and Q&A systems (9 papers), Recommender Systems and Techniques (8 papers), Sentiment Analysis and Opinion Mining (6 papers) and Advanced Graph Neural Networks (6 papers). The work is most often cited by research in Artificial Intelligence (945 citations), Information Systems (286 citations), General Social Sciences (29 citations), Computer Vision and Pattern Recognition (91 citations) and Management Science and Operations Research (55 citations). Yang Deng has collaborated with scholars based in China, Hong Kong and Singapore. Frequent co-authors include Wai Lam, Lidong Bing, Xin Li, Wenxuan Zhang, Wenxuan Zhang, Yaliang Li, Ying Shen, Bolin Ding, Yifei Yuan and Mani Hossein‐Zadeh. Their work appears in journals such as ACM Transactions on Information Systems, IEEE Transactions on Knowledge and Data Engineering, IEEE Access, Optics Letters and Optics Express.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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