🎓 Shanghai Innovation Institute

🧑‍🔬 People (25)

Authors with a page here who worked or studied at Shanghai Innovation Institute: first those whose cited work was done most here; beside each, their citations.

Core (3)

Confirmed by their records, or by their bylines here with a fair part of their work.

1. Xiangkun Hu2025 on 3 papers4 papers here · 199 citations
2. Yushen Chencurrent · 2026 on 5 papers3 papers here · 155 citations
3. Zhikang Niucurrent · 2025–2026 on 9 papers3 papers here · 154 citations

📄 Works in our library (24)

The most cited first (OpenAlex citations plus our library's).

1. DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world EnvironmentsConference on Empirical Methods in Natural Language Processing (EMNLP)Yuxiang Zheng, Dayuan Fu, Xiangkun Hu, et al.2025 · 113 citations
2. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent SystemAnnual Meeting of the Association for Computational Linguistics (ACL)Haoyang Su, Renqi Chen, Shixiang Tang, et al.2025 · 40 citations
3. Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?Annual Meeting of the Association for Computational Linguistics (ACL)Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin, et al.2025 · 38 citations
4. CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal ModelsACM International Conference on Multimedia (ACM MM)Wentao Liu, Qianjun Pan, Yi Zhang, et al.2024 · 13 citations
5. LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context ScenariosAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaodong Wu, Minhao Wang, Yichen Liu, et al.2025 · 11 citations
6. A Survey of Inductive Reasoning for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Kedi Chen, Dezhao Ruan, Yuhao Dan, et al.2026 · 10 citations
7. Autoregressive Semantic Visual Reconstruction Helps VLMs Understand BetterFindings of the Association for Computational LinguisticsDianyi Wang, Wei Song, Yikun Wang, et al.2026 · 7 citations
8. VideoPro: Adaptive Program Reasoning for Long Video UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Chenglin Li, Feng Han, Yikun Wang, et al.2026 · 6 citations
9. XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech CodecsAnnual Meeting of the Association for Computational Linguistics (ACL)Yitian Gong, Luozhijie Jin, Kuangwei Chen, et al.2026 · 4 citations
10. AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World ContextsAnnual Meeting of the Association for Computational Linguistics (ACL)Keyu Li, Junhao Shi, Yang Xiao, et al.2026 · 4 citations
11. SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL ProbesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenxuan Xie, Yaxun Dai, Wenhao Jiang2026 · 3 citations
12. Habibi: Laying the Open-Source Foundation of Unified-Dialectal Arabic Speech SynthesisarXiv:2601.13802Yushen Chen, Junzhe Liu, Yujie Tu, et al.2026 · 2 citations
13. Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Qisheng Su, Shiting Huang, Zhen Fang, et al.2026 · 2 citations
14. SCALER: Synthetic Scalable Adaptive Learning Environment for ReasoningFindings of the Association for Computational LinguisticsCaijun Xu, Changyi Xiao, Zhongyuan Peng, et al.2026 · 2 citations
15. One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query RefinementAnnual Meeting of the Association for Computational Linguistics (ACL)Yixiao Zhou, Dongzhou Cheng, Zhiliang wu, et al.2026 · 2 citations
16. MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP IntegrationAnnual Meeting of the Association for Computational Linguistics (ACL)Yakun Zhu, Yutong Huang, Shengqian Qin, et al.2026 · 2 citations
17. Strong Reasoning Isn't Enough: Evaluating Evidence Elicitation in Interactive DiagnosisFindings of the Association for Computational LinguisticsZhuohan Long, Zhongyu Wei2026 · 1 citation
18. CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative FeedbackAnnual Meeting of the Association for Computational Linguistics (ACL)Qiushi Sun, Jingyang Gong, Lei Li, et al.2026 · 1 citation
19. SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMsFindings of the Association for Computational LinguisticsJie Sun, Yu Liu, Lu Han, et al.2026 · 1 citation
20. SciPedia: Unlocking the Value of Scientific Data for Pre-trainingAnnual Meeting of the Association for Computational Linguistics (ACL)Yiwei Qin, Zhen Huang, Tiantian Mi, et al.2026
21. GQLBench: A Large-Scale Cross-Domain, Cross-Dialect Benchmark for NL2GQLAnnual Meeting of the Association for Computational Linguistics (ACL)Yanning Su, Yuhang Zhou, Yang Fang, et al.2026
22. AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity AssessmentAnnual Meeting of the Association for Computational Linguistics (ACL)Yixuan Wang, Yue Huang, Hong Qian, et al.2026
23. CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical ReasoningFindings of the Association for Computational LinguisticsZhuo Wang, Zhuo Zhang, Yafu Li, et al.2026
24. GeometryZero: Advancing Geometry Solving via Group Contrastive Policy OptimizationFindings of the Association for Computational LinguisticsYikun Wang, Yibin Wang, Dianyi Wang, et al.2026

📅 Works by year

2020s

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

🤝 Collaborates with

Institutions on the bylines of the same works here, the most works shared first.

1. 🎓Fudan University11 works shared
2. 🔬Shanghai Artificial Intelligence Laboratory6 works shared
3. 🎓Zhejiang University5 works shared
4. 🎓East China Normal University5 works shared
5. 🎓Shanghai Jiao Tong University4 works shared
6. 🎓Chinese University of Hong Kong3 works shared
7. 🎓University of Science and Technology of China2 works shared
8. 🎓Hong Kong Polytechnic University2 works shared
9. 🎓Carnegie Mellon University1 work shared
10. 🎓University of Edinburgh1 work shared
11. 🎓New York University1 work shared
12. 🎓Tsinghua University1 work shared

Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at Shanghai Innovation Institute; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.

Updated 1 November 2026

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