🧑‍🔬 Ximeng Sun

🏛️ Affiliations

🏢Advanced Micro DevicesSunnyvale · United States2025–2026 · 11 paperscurrent🎓Boston UniversityBoston · United States2018–2025 · 16 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Agent Laboratory: Using LLM Agents as Research Assistants (2025 · 139 citations)
   Researchers can pursue only a fraction of their ideas because implementing experiments and writing them up take a lot of time and money.
2. Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement Learning (2026)
   Large language models can score well on math benchmarks yet still invoke lemmas whose hypotheses do not hold in the given context.
3. Stabilizing Efficient Reasoning with Step-Level Advantage Selection (2026)
   Methods that make LLM reasoning shorter usually add length penalties or pruning. They also tend to post-train in a much smaller context window than the base model used. The authors separate these two factors. They post-train DeepScaleR-1.5B-Preview with plain GRPO in a 4K window, using only a correctness reward. This…

All works

6 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. Agent Laboratory: Using LLM Agents as Research AssistantsarXiv:2501.04227Samuel Schmidgall, Yusheng Su, Ze Wang, et al.2025 · 139 citations
2. AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetRameswar Panda et al.2021 · 60 citations
3. Similarity R-C3D for Few-shot Temporal Activity Detection ↗arXiv (Cornell University) · no summary yetHuijuan Xu et al.2018 · 9 citations
4. Revisiting Few-shot Activity Detection with Class Similarity Control ↗arXiv (Cornell University) · no summary yetHuijuan Xu et al.2020 · 7 citations
5. Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Zhikun Xu, Xiaodong Yu, Ben Zhou, et al.2026
6. Stabilizing Efficient Reasoning with Step-Level Advantage SelectionFindings of the Association for Computational LinguisticsHan Wang, Xiaodong Yu, Jialian Wu, et al.2026

🤝 Co-authors here

11 co-authors with a page, the most papers together first.

• Jialian Wu ×3
• Jiang Liu ×3
• Xiaodong Yu ×3
• Zicheng Liu ×3
• Ze Wang ×2
• Ben Zhou
• Emad Barsoum
• Han Wang
• Hao Chen
• Mohit Bansal
• Yusheng Su

Venues

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

• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• IEEE/CVF International Conference on Computer Vision (ICCV)

🔗 Cited by

Papers of our library cite their works 111 times (of the 149,439 papers whose bibliographies we read); 19 citing papers with a page here →.

Updated 1 November 2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/ximeng-sun/