--- title: "Xin Eric Wang — author profile and papers · Reasoning" description: "Xin Eric Wang, Beijing University of Posts and Telecommunications: 3 papers on Elamur Research (2025), h-index 53 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/xin-eric-wang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xin-eric-wang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xin Eric Wang # Xin Eric Wang Xin Eric Wang has 3 papers in our library, in 2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Dawn Song](https://md.research.elamur.ai/free/en/authors/dawn-song/), [Gaowen Liu](https://md.research.elamur.ai/free/en/authors/gaowen-liu/), [Jayanth Srinivasa](https://md.research.elamur.ai/free/en/authors/jayanth-srinivasa/). 3 papers in our library · 2025 [OpenAlex](https://openalex.org/A5100327844) · [ORCID](https://orcid.org/0000-0001-8639-3818) · [Wikidata](https://www.wikidata.org/wiki/Q130937668) · [**h-index 53**](https://openalex.org/authors/A5100327844) · [755 works](https://openalex.org/works?filter=author.id:A5100327844) · [10,475 citations](https://openalex.org/works?filter=author.id:A5100327844&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xin-eric-wang/#papers) · [🔗 Cited 200 times in our library](https://md.research.elamur.ai/free/en/authors/xin-eric-wang/cited-by/) · [8 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7446](https://md.research.elamur.ai/free/en/paper-stars/page/75/#star-7446) 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=Xin+Eric+Wang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xin+Eric+Wang) · [dblp](https://dblp.org/search?q=Xin+Eric+Wang) · [ACL Anthology](https://aclanthology.org/search/?q=Xin+Eric+Wang) ## Affiliations [🎓**Stony Brook University** Stony Brook · United States 2007–2026 · 182 papersEmployment · Professor, Electrical and Computer Engineering*current*](https://md.research.elamur.ai/free/en/universities/stony-brook-university/) · [🎓**Beijing University of Posts and Telecommunications** Beijing · China 2013–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/beijing-university-of-posts-and-telecommunications/) · [🎓**Beijing Jiaotong University** Beijing · China 2023–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/beijing-jiaotong-university/) · [🎓**Wuhan University** Wuhan · China 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/wuhan-university/) · [🎓**Fudan University** Shanghai · China 2010–2025 · 27 papers](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🎓**State University of New York** Albany · United States 2008–2025 · 26 papers](https://md.research.elamur.ai/free/en/universities/state-university-of-new-york/) · [🎓**National University of Singapore** Singapore · Singapore 2017–2024 · 15 papers](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2010–2025 · 14 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Northeastern University** Shenyang · China 2005–2022 · 10 papers](https://md.research.elamur.ai/free/en/universities/northeastern-university-cn/) · [🎓**Beijing Information Science & Technology University** Beijing · China 2015–2024 · 9 papers](https://ror.org/04xnqep60) 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 7 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 3 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Bias, fairness & safety · 2 works](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 3 papers](https://md.research.elamur.ai/free/en/authors/xin-eric-wang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1](https://md.research.elamur.ai/free/en/papers/zhou-2025-hidden-risks-large-reasoning-models/)** *(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](https://md.research.elamur.ai/free/en/papers/zhang-2025-soft-thinking-unlocking-reasoning-potential/)** *(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](https://md.research.elamur.ai/free/en/papers/zhou-2025-safekey-amplifying-aha-moment-insights/)** *(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 ↗](https://doi.org/10.1109/iccv.2019.00851) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Bingyi Kang et al.*2019 · 814 citations* 2. **[Clipper: A Low-Latency Online Prediction Serving System ↗](https://arxiv.org/abs/1612.03079) arXiv (Cornell University) · no summary yet**Daniel Crankshaw et al.*2016 · 445 citations* 3. **[Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting ↗](https://doi.org/10.1609/aaai.v33i01.3301890) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zulong Diao et al.*2019 · 324 citations* 4. **[TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.00193) 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**Xin Wang et al.*2019 · 121 citations* 5. **[You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement ↗](https://doi.org/10.1109/cvpr52729.2023.01738) 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**Huiyuan Fu et al.*2023 · 88 citations* 6. **[The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1](https://md.research.elamur.ai/free/en/papers/zhou-2025-hidden-risks-large-reasoning-models/) [International Joint Conference on Natural Language Processing (IJCNLP)](https://md.research.elamur.ai/free/en/venues/ijcnlp/)**Kaiwen Zhou, Chengzhi Liu, Xuandong Zhao, et al.*2025 · 30 citations* 7. **[Robust Object Detection via Instance-Level Temporal Cycle Confusion ↗](https://doi.org/10.1109/iccv48922.2021.00901) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xin Wang et al.*2021 · 29 citations* 8. **[Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space](https://md.research.elamur.ai/free/en/papers/zhang-2025-soft-thinking-unlocking-reasoning-potential/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Zhen Zhang, Xuehai He, Weixiang Yan, et al.*2025 · 25 citations* 9. **[Task-Aware Feature Generation for Zero-Shot Compositional Learning ↗](https://arxiv.org/abs/1906.04854) arXiv (Cornell University) · no summary yet**Xin Wang et al.*2019 · 10 citations* 10. **[SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning](https://md.research.elamur.ai/free/en/papers/zhou-2025-safekey-amplifying-aha-moment-insights/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Kaiwen Zhou, Xuandong Zhao, Jayanth Srinivasa, et al.*2025 · 9 citations* 11. **[Context-Aware Streaming Perception in Dynamic Environments ↗](https://doi.org/10.1007/978-3-031-19839-7_36) Lecture notes in computer science · no summary yet**Gur-Eyal Sela et al.*2022 · 9 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Dawn Song](https://md.research.elamur.ai/free/en/authors/dawn-song/) ×2 - [Gaowen Liu](https://md.research.elamur.ai/free/en/authors/gaowen-liu/) ×2 - [Jayanth Srinivasa](https://md.research.elamur.ai/free/en/authors/jayanth-srinivasa/) ×2 - [Kaiwen Zhou](https://md.research.elamur.ai/free/en/authors/kaiwen-zhou/) ×2 - [Xuandong Zhao](https://md.research.elamur.ai/free/en/authors/xuandong-zhao/) ×2 - [Aosong Feng](https://md.research.elamur.ai/free/en/authors/aosong-feng/) - [Shuohang Wang](https://md.research.elamur.ai/free/en/authors/shuohang-wang/) - [Yelong Shen](https://md.research.elamur.ai/free/en/authors/yelong-shen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2 - IEEE/CVF International Conference on Computer Vision (ICCV) ×2 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) - [International Joint Conference on Natural Language Processing (IJCNLP)](https://md.research.elamur.ai/free/en/venues/ijcnlp/): [IJCNLP 2025](https://md.research.elamur.ai/free/en/venues/ijcnlp/2025/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/) - Lecture notes in computer science - Proceedings of the AAAI Conference on Artificial Intelligence ## 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 →](https://md.research.elamur.ai/free/en/authors/xin-eric-wang/cited-by/). Updated 30 October 2026