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Heng Huang

Heng Huang has 2 papers in our library, in 2023–2024; often with Lichang Chen, Tianyi Zhou, Bryan Catanzaro.

2 papers in our library · 2023–2024

OpenAlex · ORCID · Wikidata · h-index 73 · 773 works · 24,653 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 276 times in our library · 9 more in our library without a page yet · ⭐ Paper Stars ranking: #6128

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of PittsburghPittsburgh · United States2017–2026 · 252 papersEmployment 2017–2023current🎓University of Maryland, College ParkCollege Park · United States2022–2026 · 166 papersEmployment since 2023current🎓Dalian University of TechnologyDalian · China2014 · 1 papercurrent🎓The University of Texas at ArlingtonArlington · United States2007–2021 · 237 papersEmployment 2007–2017🎓Dartmouth CollegeHanover · United States2004–2008 · 20 papers🎓Xidian UniversityXi'an · China2017–2022 · 7 papers🎓University of Science and Technology of ChinaHefei · China2025 · 5 papers🎓Indiana University School of MedicineIndianapolis2011–2016 · 5 papers🎓University of Maryland, BaltimoreBaltimore · United States2026 · 3 papers🎓Zhejiang Normal UniversityJinhua · China2024 · 3 papers

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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

 Works by year

2020s

20241 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. AlpaGasus: Training A Better Alpaca with Fewer Data (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 (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 ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFeiping Nie et al.2016 · 837 citations
  2. Large-Scale Multi-View Spectral Clustering via Bipartite Graph ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYeqing Li et al.2015 · 586 citations
  3. Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChenyou Fan et al.2019 · 315 citations
  4. Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFeiping Nie, Heng Huang, Chris H. Q. Ding294 citations
  5. AlpaGasus: Training A Better Alpaca with Fewer DataarXiv:2307.08701Lichang Chen, Shiyang Li, Jun Yan, et al.2023 · 220 citations
  6. Balanced Self-Paced Learning for Generative Adversarial Clustering Network ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKamran Ghasedi Dizaji et al.2019 · 102 citations
  7. Heterogeneous Visual Features Fusion via Sparse Multimodal Machine ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHua Wang et al.2013 · 89 citations
  8. Low-Rank Graph-Regularized Structured Sparse Regression for Identifying Genetic Biomarkers ↗IEEE Transactions on Big Data · no summary yetXiaofeng Zhu et al.2017 · 71 citations
  9. Multiclass Capped ℓp-Norm SVM for Robust Classifications ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFeiping Nie, Xiaoqian Wang, Heng Huang2017 · 68 citations
  10. On the Convergence of Communication-Efficient Local SGD for Federated Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHongchang Gao, An Ping Xu, Heng Huang2021 · 60 citations
  11. ODIN: Disentangled Reward Mitigates Hacking in RLHFarXiv:2402.07319Lichang Chen, Chen Zhu, Davit Soselia, et al.2024 · 38 citations

 Co-authors here

12 of 13 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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