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2020 – today
- 2026
[i6]Gengwei Zhang, Jie Peng, Zhen Tan, Mufan Qiu, Hossein Nourkhiz Mahjoub, Vaishnav Tadiparthi, Kwonjoon Lee, Yanyong Zhang, Tianlong Chen:
Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models. CoRR abs/2604.03179 (2026)- 2025
- [c4]Mufan Qiu, Xinyu Hu, Fengwei Zhan, Sukwon Yun, Jie Peng, Ruichen Zhang, Bhavya Kailkhura, Jiekun Yang, Tianlong Chen:
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models. ACL (Findings) 2025: 3805-3819 - [c3]Mufan Qiu, Zheyu Shen, Pingzhi Li, Ang Li, Tianlong Chen:
Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety. EMNLP (Findings) 2025: 817-835 - [c2]Huaizhi Qu, Yujie Wang, Ruichen Zhang, Hengyu Lian, Mufan Qiu, Samarjit Chakraborty, Henry Fuchs, Tianlong Chen, Praneeth Chakravarthula:
HoloZip: High Hologram Compression via Latent-of-Latent Coding. ICCP 2025: 1-10 - [c1]Mohan Zhang, Pingzhi Li, Jie Peng, Mufan Qiu, Tianlong Chen:
Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design. NAACL (Long Papers) 2025: 6815-6825 - [i5]Ruichen Zhang, Mufan Qiu, Zhen Tan, Mohan Zhang, Vincent Lu, Jie Peng, Kaidi Xu, Leandro Z. Agudelo, Peter Qian, Tianlong Chen:
Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs. CoRR abs/2502.07942 (2025) - [i4]Mufan Qiu, Xinyu Hu, Fengwei Zhan, Sukwon Yun, Jie Peng, Ruichen Zhang, Bhavya Kailkhura
, Jiekun Yang, Tianlong Chen:
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models. CoRR abs/2503.01682 (2025) - [i3]Mohan Zhang, Pingzhi Li, Jie Peng, Mufan Qiu, Tianlong Chen:
Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design. CoRR abs/2504.01337 (2025) - [i2]Zhenglun Kong, Mufan Qiu, John Boesen, Xiang Li, Sukwon Yun, Tianlong Chen, Manolis Kellis, Marinka Zitnik:
SPATIA: Multimodal Model for Prediction and Generation of Spatial Cell Phenotypes. CoRR abs/2507.04704 (2025) - [i1]Levi Harris, Md Jayed Hossain, Mufan Qiu, Ruichen Zhang, Pingchuan Ma, Tianlong Chen, Jiaqi Gu, Seth Ariel Tongay, Umberto Celano:
SparseC-AFM: a deep learning method for fast and accurate characterization of MoS2 with C-AFM. CoRR abs/2507.13527 (2025)
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