Hugging Peers

Yu, Bin

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12 papers 2006–2026

IntentVLA: Short-Horizon Intent Modeling for Aliased Robot Manipulation

Lian, Shijie, Yu, Bin, Lin, Xiaopeng, Shen, Zhaolong, Yang, Laurence Tianruo, Jin, Yurun
+5 more show fewer
Liu, Haishan, Wu, Changti, Yuan, Hang, Huang, Cong, Chen, Kai
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

DualEval: Joint Model-Item Calibration for Unified LLM Evaluation

Li, Aaron J., Huang, Hao, Park, Youngmin, Ma, Yitong, Chiang, Wei-Lin, Chen, Li
+3 more show fewer
Hsieh, Cho-Jui, Yu, Bin, Stoica, Ion
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers

Yu, Bin, Lian, Shijie, Lin, Xiaopeng, Shen, Zhaolong, Wu, Changti, Miao, Yuzhuo
+4 more show fewer
Wang, Xinming, Wang, Bailing, Huang, Cong, Chen, Kai
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

TrajSelector: Harnessing Latent Representations for Effective and Robust Best-of-N Selection in Large Reasoning Models

Yu, Bin, Wang, Xinming, Lian, Shijie, Li, Haotian, Wu, Changti, Hu, Ruina
+3 more show fewer
Wang, Bailing, Wei, Yuliang, Chen, Kai
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

FrameSkip: Learning from Fewer but More Informative Frames in VLA Training

Yu, Bin, Lian, Shijie, Lin, Xiaopeng, Shen, Zhaolong, Wei, Yuliang, Wu, Changti
+5 more show fewer
Yuan, Hang, Liu, Haishan, Wang, Bailing, Huang, Cong, Chen, Kai
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

Attend to Evidence: Evidence-Anchored Spatial Attention Supervision for Multimodal RLVR

Hu, Ruina, Wang, Chen, Wei, Lai, Jionghao, Bai, Yu, Bin, Huang, Weiran
+2 more show fewer
Wang, Kai, Wang, Yue
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

RoboSemanticBench: Diagnosing Semantic Grounding in Action Prediction for VLA Models

Yu, Bin, Zhang, Yao, Liu, Haishan, Lian, Shijie, Wei, Yuliang, Lin, Xiaopeng
+6 more show fewer
Shen, Zhaolong, Wu, Changti, Hu, Ruina, Wang, Bailing, Huang, Cong, Chen, Kai
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

Approximation Lasso Methods for Language Modeling

Gao, Jianfeng, Suzuki, Hisami, Yu, Bin
2006-01 Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics

Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning

Chen, Yanda, Singh, Chandan, Liu, Xiaodong, Zuo, Simiao, Yu, Bin, He, He
+1 more show fewer
Gao, Jianfeng
2025-01 Proceedings of the 31st International Conference on Computational Linguistics

Formally Specifying the Intended Behavior of the Program: LLM-Driven Neuro-Symbolic Program Specification Synthesis

Wen, Cheng, Junjie, Hu, Hu, YiKun, Su, Jie, Yu, Bin, Liu, Dugang
+4 more show fewer
Xu, Zhiwu, Sun, Weidi, Qin, Shengchao, Tian, Cong
2026-01 Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)

Bridging Kernel Drivers and Virtual Device Models with LLM-Powered Automation

Wang, Mingyu, Yu, Bin, Lu, Wenjian, Wang, Zhi, Kefeng, Gao, Wen, Cheng
+2 more show fewer
Lu, Xu, Tian, Cong
2026-01 Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)

MR-ALIGN: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models

Wang, Xinming, Xu, Jian, Yu, Bin, Lian, Sheng, Chen, yi, Wang, Boran
+6 more show fewer
Zhu, Yingjian, Yi, Hongzhu, Yang, Hong-Ming, Hu, Han, Liu, Cheng-Lin, Zhang, Xu-Yao
2026-01 Findings of the Association for Computational Linguistics: ACL 2026