--- title: "Heng Huang — author profile and papers — Elamur Research" description: "Heng Huang, University of Pittsburgh: 2 papers on Elamur Research (2023–2024), h-index 73 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/heng-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/heng-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Heng Huang # Heng Huang Heng Huang has 2 papers in our library, in 2023–2024; often with [Lichang Chen](https://md.research.elamur.ai/free/en/authors/lichang-chen/), [Tianyi Zhou](https://md.research.elamur.ai/free/en/authors/tianyi-zhou/), [Bryan Catanzaro](https://md.research.elamur.ai/free/en/authors/bryan-catanzaro/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5060016795) · [ORCID](https://orcid.org/0000-0002-3483-8333) · [Wikidata](https://www.wikidata.org/wiki/Q130892178) · [**h-index 73**](https://openalex.org/authors/A5060016795) · [773 works](https://openalex.org/works?filter=author.id:A5060016795) · [24,653 citations](https://openalex.org/works?filter=author.id:A5060016795&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/heng-huang/#papers) · [🔗 Cited 276 times in our library](https://md.research.elamur.ai/free/en/authors/heng-huang/cited-by/) · [9 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6128](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6128) 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=Heng+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Heng+Huang) · [dblp](https://dblp.org/search?q=Heng+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Heng+Huang) ## Affiliations [🎓**University of Pittsburgh** Pittsburgh · United States 2017–2026 · 252 papersEmployment 2017–2023*current*](https://md.research.elamur.ai/free/en/universities/university-of-pittsburgh/) · [🎓**University of Maryland, College Park** College Park · United States 2022–2026 · 166 papersEmployment since 2023*current*](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/) · [🎓**Dalian University of Technology** Dalian · China 2014 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/dalian-university-of-technology/) · [🎓**The University of Texas at Arlington** Arlington · United States 2007–2021 · 237 papersEmployment 2007–2017](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-arlington/) · [🎓**Dartmouth College** Hanover · United States 2004–2008 · 20 papers](https://md.research.elamur.ai/free/en/universities/dartmouth-college/) · [🎓**Xidian University** Xi'an · China 2017–2022 · 7 papers](https://md.research.elamur.ai/free/en/universities/xidian-university/) · [🎓**University of Science and Technology of China** Hefei · China 2025 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Indiana University School of Medicine** Indianapolis 2011–2016 · 5 papers](https://ror.org/02ets8c94) · [🎓**University of Maryland, Baltimore** Baltimore · United States 2026 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-maryland-baltimore/) · [🎓**Zhejiang Normal University** Jinhua · China 2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-normal-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 22 more institutions 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/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/heng-huang/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/heng-huang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[AlpaGasus: Training A Better Alpaca with Fewer Data](https://md.research.elamur.ai/free/en/papers/chen-2023-alpagasus-training-better-alpaca-fewer/)** *(2023 · 220 citations)* Instruction-tuning datasets produced by a teacher model often contain flawed examples. The 52k Alpaca set, generated by Text-Davinci-003, includes many responses that are wrong or off-topic. Such examples can mislead the fine-tuned model and make training cost more. Earlier cleanup efforts like Alpaca-cleaned… 2. **[ODIN: Disentangled Reward Mitigates Hacking in RLHF](https://md.research.elamur.ai/free/en/papers/chen-2024-odin-disentangled-reward-mitigates-hacking/)** *(2024 · 38 citations)* RLHF-tuned language models often exploit the reward model by producing longer, neatly formatted answers that are not actually more useful. ## All works 11 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. **[The Constrained Laplacian Rank Algorithm for Graph-Based Clustering ↗](https://doi.org/10.1609/aaai.v30i1.10302) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Feiping Nie et al.*2016 · 837 citations* 2. **[Large-Scale Multi-View Spectral Clustering via Bipartite Graph ↗](https://doi.org/10.1609/aaai.v29i1.9598) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yeqing Li et al.*2015 · 586 citations* 3. **[Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering ↗](https://doi.org/10.1109/cvpr.2019.00210) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Chenyou Fan et al.*2019 · 315 citations* 4. **[Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization ↗](https://doi.org/10.1609/aaai.v26i1.8210) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Feiping Nie, Heng Huang, Chris H. Q. Ding*294 citations* 5. [**AlpaGasus: Training A Better Alpaca with Fewer Data arXiv:2307.08701**Lichang Chen, Shiyang Li, Jun Yan, et al.*2023 · 220 citations*](https://md.research.elamur.ai/free/en/papers/chen-2023-alpagasus-training-better-alpaca-fewer/) 6. **[Balanced Self-Paced Learning for Generative Adversarial Clustering Network ↗](https://doi.org/10.1109/cvpr.2019.00452) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Kamran Ghasedi Dizaji et al.*2019 · 102 citations* 7. **[Heterogeneous Visual Features Fusion via Sparse Multimodal Machine ↗](https://doi.org/10.1109/cvpr.2013.398) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hua Wang et al.*2013 · 89 citations* 8. **[Low-Rank Graph-Regularized Structured Sparse Regression for Identifying Genetic Biomarkers ↗](https://doi.org/10.1109/tbdata.2017.2735991) IEEE Transactions on Big Data · no summary yet**Xiaofeng Zhu et al.*2017 · 71 citations* 9. **[Multiclass Capped ℓp-Norm SVM for Robust Classifications ↗](https://doi.org/10.1609/aaai.v31i1.10948) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Feiping Nie, Xiaoqian Wang, Heng Huang*2017 · 68 citations* 10. **[On the Convergence of Communication-Efficient Local SGD for Federated Learning ↗](https://doi.org/10.1609/aaai.v35i9.16920) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Hongchang Gao, An Ping Xu, Heng Huang*2021 · 60 citations* 11. [**ODIN: Disentangled Reward Mitigates Hacking in RLHF arXiv:2402.07319**Lichang Chen, Chen Zhu, Davit Soselia, et al.*2024 · 38 citations*](https://md.research.elamur.ai/free/en/papers/chen-2024-odin-disentangled-reward-mitigates-hacking/) ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Lichang Chen](https://md.research.elamur.ai/free/en/authors/lichang-chen/) ×2 - [Tianyi Zhou](https://md.research.elamur.ai/free/en/authors/tianyi-zhou/) ×2 - [Bryan Catanzaro](https://md.research.elamur.ai/free/en/authors/bryan-catanzaro/) - [Chen Zhu](https://md.research.elamur.ai/free/en/authors/chen-zhu/) - [Hai Wang](https://md.research.elamur.ai/free/en/authors/hai-wang/) - [Jiuhai Chen](https://md.research.elamur.ai/free/en/authors/jiuhai-chen/) - [Jun Yan](https://md.research.elamur.ai/free/en/authors/jun-yan/) - [Kalpa Gunaratna](https://md.research.elamur.ai/free/en/authors/kalpa-gunaratna/) - [Mohammad Shoeybi](https://md.research.elamur.ai/free/en/authors/mohammad-shoeybi/) - [Shiyang Li](https://md.research.elamur.ai/free/en/authors/shiyang-li/) - [Tom Goldstein](https://md.research.elamur.ai/free/en/authors/tom-goldstein/) - [Vikas Yadav](https://md.research.elamur.ai/free/en/authors/vikas-yadav/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the AAAI Conference on Artificial Intelligence ×5 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×3 - IEEE Transactions on Big Data ## Cited by Papers of our library cite their works 276 times (of the 149,439 papers whose bibliographies we read); [73 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/heng-huang/cited-by/). Updated 3 November 2026