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Xin Eric Wang

Xin Eric Wang has 3 papers in our library, in 2025, most of them on Reasoning, Bias, fairness & safety, Language models & pretraining; often with Dawn Song, Gaowen Liu, Jayanth Srinivasa.

3 papers in our library · 2025

OpenAlex · ORCID · Wikidata · h-index 53 · 755 works · 10,475 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 200 times in our library · 8 more in our library without a page yet · ⭐ Paper Stars ranking: #7446

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

🎓Stony Brook UniversityStony Brook · United States2007–2026 · 182 papersEmployment · Professor, Electrical and Computer Engineeringcurrent🎓Beijing University of Posts and TelecommunicationsBeijing · China2013–2026 · 6 paperscurrent🎓Beijing Jiaotong UniversityBeijing · China2023–2026 · 4 paperscurrent🎓Wuhan UniversityWuhan · China2025–2026 · 4 paperscurrent🎓Fudan UniversityShanghai · China2010–2025 · 27 papers🎓State University of New YorkAlbany · United States2008–2025 · 26 papers🎓National University of SingaporeSingapore · Singapore2017–2024 · 15 papers🏛️Chinese Academy of SciencesBeijing · China2010–2025 · 14 papers🎓Northeastern UniversityShenyang · China2005–2022 · 10 papers🎓Beijing Information Science & Technology UniversityBeijing · China2015–2024 · 9 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 215 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 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksSafety Research · 1 workSocial Sciences · 1 workComputer Vision and Pattern Recognition · 1 work

🧭 Topics 3Research subjects and languages the work is about.Reasoning · 3 worksBias, fairness & safety · 2 worksLanguage models & pretraining · 1 work

 Works by year

2020s

20253 papers

 Papers

The most cited first (OpenAlex and our library).

  1. The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1 (2025 · 30 citations)
    Open-weight large reasoning models such as DeepSeek-R1 have become much stronger. Because they are freely available, misuse is a real concern. This study audits their safety systematically. It compares three open reasoning models (DeepSeek-R1, the Llama 3.3-based distilled DeepSeek-R1-70b, and QwQ) with non-reasoning…
  2. Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space (2025 · 25 citations)
    Standard Chain-of-Thought (CoT) decoding forces an LLM to pick a single discrete token at every reasoning step.
  3. SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning (2025 · 9 citations)
    Large Reasoning Models (LRMs) such as DeepSeek-R1 deliberate before answering, but they often comply with harmful requests and jailbreaks.

All works

11 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. Few-Shot Object Detection via Feature Reweighting ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetBingyi Kang et al.2019 · 814 citations
  2. Clipper: A Low-Latency Online Prediction Serving System ↗arXiv (Cornell University) · no summary yetDaniel Crankshaw et al.2016 · 445 citations
  3. Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZulong Diao et al.2019 · 324 citations
  4. TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXin Wang et al.2019 · 121 citations
  5. You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHuiyuan Fu et al.2023 · 88 citations
  6. The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1International Joint Conference on Natural Language Processing (IJCNLP)Kaiwen Zhou, Chengzhi Liu, Xuandong Zhao, et al.2025 · 30 citations
  7. Robust Object Detection via Instance-Level Temporal Cycle Confusion ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXin Wang et al.2021 · 29 citations
  8. Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept SpaceConference on Neural Information Processing Systems (NeurIPS)Zhen Zhang, Xuehai He, Weixiang Yan, et al.2025 · 25 citations
  9. Task-Aware Feature Generation for Zero-Shot Compositional Learning ↗arXiv (Cornell University) · no summary yetXin Wang et al.2019 · 10 citations
  10. SafeKey: Amplifying Aha-Moment Insights for Safety ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Kaiwen Zhou, Xuandong Zhao, Jayanth Srinivasa, et al.2025 · 9 citations
  11. Context-Aware Streaming Perception in Dynamic Environments ↗Lecture notes in computer science · no summary yetGur-Eyal Sela et al.2022 · 9 citations

 Co-authors here

8 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 200 times (of the 149,439 papers whose bibliographies we read); 17 citing papers with a page here →.

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