--- title: "Binxuan Huang · Amazon — author profile and papers" description: "Binxuan Huang, Amazon: 2 papers on Elamur Research (2019–2026), h-index 10 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/binxuan-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/binxuan-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Binxuan Huang # Binxuan Huang Binxuan Huang has 2 papers in our library, in 2019–2026, most of them on [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Syntax & grammar formalisms](https://md.research.elamur.ai/free/en/topics/syntax-grammar/); often with [Changyou Chen](https://md.research.elamur.ai/free/en/authors/changyou-chen/). 2 papers in our library · 2019–2026 [OpenAlex](https://openalex.org/A5108063115) · [ORCID](https://orcid.org/0000-0003-3571-5738) · [**h-index 10**](https://openalex.org/authors/A5108063115) · [31 works](https://openalex.org/works?filter=author.id:A5108063115) · [1,078 citations](https://openalex.org/works?filter=author.id:A5108063115&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/binxuan-huang/#papers) · [🔗 Cited 103 times in our library](https://md.research.elamur.ai/free/en/authors/binxuan-huang/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4632](https://md.research.elamur.ai/free/en/paper-stars/page/47/#star-4632) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Binxuan+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Binxuan+Huang) · [dblp](https://dblp.org/search?q=Binxuan+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Binxuan+Huang) ## Affiliations [🏢**Amazon** Seattle · United States 2022–2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2017–2021 · 14 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Syntax & grammar formalisms · 1 work](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/binxuan-huang/year/2026/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/binxuan-huang/year/2019/) ## Papers The most cited first (OpenAlex and our library). 1. **[Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks](https://md.research.elamur.ai/free/en/papers/huang-2019-syntax-aware-aspect-level-sentiment/)** *(2019 · 351 citations)* The paper addresses aspect level sentiment classification, which means determining whether a sentence expresses a positive, negative or neutral attitude toward one specific aspect term. 2. **[Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping Dialogues](https://md.research.elamur.ai/free/en/papers/ping-2026-small-agents-big-gains-journey/)** *(2026)* The paper addresses a data bottleneck in building compact e-commerce assistants. Such assistants must help with inspiration, comparison and tool-backed fact-checking across non-linear shopping journeys, but real training trajectories are scarce and good answers have no single reference. The authors, from Amazon… ## All works 6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks](https://md.research.elamur.ai/free/en/papers/huang-2019-syntax-aware-aspect-level-sentiment/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Binxuan Huang, Kathleen Carley*2019 · 351 citations* 2. **[Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification ↗](https://aclanthology.org/D18-1136/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Binxuan Huang, Kathleen Carley*2018 · 213 citations* 3. **[A Hierarchical Location Prediction Neural Network for Twitter User Geolocation ↗](https://aclanthology.org/D19-1480/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Binxuan Huang, Kathleen Carley*2019 · 58 citations* 4. **[Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs ↗](https://arxiv.org/abs/2408.00114) arXiv:2408.00114 · no summary yet**Kewei Cheng et al.*2024 · 16 citations* 5. **[A Probabilistic Framework for Location Inference from Social Media ↗](https://arxiv.org/abs/1702.07281) arXiv (Cornell University) · no summary yet**Yujie Qian et al.*2017 · 15 citations* 6. **[Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping Dialogues](https://md.research.elamur.ai/free/en/papers/ping-2026-small-agents-big-gains-journey/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qing Ping, Changyou Chen, Binxuan Huang*2026* ## Co-authors here 1 co-author with a page, the most papers together first. - [Changyou Chen](https://md.research.elamur.ai/free/en/authors/changyou-chen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/) - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) ## Cited by Papers of our library cite their works 103 times (of the 149,439 papers whose bibliographies we read); [14 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/binxuan-huang/cited-by/). Updated 1 November 2026