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ORCIDKaShun Shum
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2020 – today
- 2026
[i12]Lei Zhang, Mouxiang Chen, Ruisheng Cao, Jiawei Chen, Fan Zhou, Yiheng Xu, Jiaxi Yang, Zeyao Ma, Liang Chen, Changwei Luo, Kai Zhang, Fan Yan, KaShun Shum, Jiajun Zhang, Zeyu Cui, Feng Hu, Junyang Lin, Binyuan Hui, Min Yang:
MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era. CoRR abs/2601.07526 (2026)- [i11]Ruisheng Cao, Mouxiang Chen, Jiawei Chen, Zeyu Cui, Yunlong Feng, Binyuan Hui, Yuheng Jing, Kaixin Li, Mingze Li, Junyang Lin, Zeyao Ma, Kashun Shum, Xuwu Wang, Jinxi Wei, Jiaxi Yang, Jiajun Zhang, Lei Zhang, Zongmeng Zhang, Wenting Zhao, Fan Zhou:
Qwen3-Coder-Next Technical Report. CoRR abs/2603.00729 (2026) - [i10]Zixin Chen, Peng Liu, Rui Sheng, Haobo Li, Jianhong Tu, Xiaodong Deng, Kashun Shum, Dayiheng Liu, Huamin Qu:
Are Agents Ready to Teach? A Multi-Stage Benchmark for Real-World Teaching Workflows. CoRR abs/2605.14322 (2026) - 2025
- [c8]Zixin Chen, Sicheng Song, KaShun Shum, Yanna Lin, Rui Sheng, Weiqi Wang, Huamin Qu:
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering. EMNLP 2025: 13756-13789 - [c7]KaShun Shum, Yuzhen Huang, Hongjian Zou, Qi Ding, Yixuan Liao, Xiaoxin Chen, Qian Liu, Junxian He:
Predictive Data Selection: The Data That Predicts Is the Data That Teaches. ICML 2025 - [i9]Kashun Shum, Yuzhen Huang, Hongjian Zou, Qi Ding, Yixuan Liao, Xiaoxin Chen, Qian Liu, Junxian He:
Predictive Data Selection: The Data That Predicts Is the Data That Teaches. CoRR abs/2503.00808 (2025) - [i8]Zixin Chen, Sicheng Song, Kashun Shum, Yanna Lin, Rui Sheng, Huamin Qu:
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering. CoRR abs/2503.18172 (2025) - [i7]KaShun Shum, Binyuan Hui, Jiawei Chen, Lei Zhang, X. W., Jiaxi Yang, Yuzhen Huang, Junyang Lin, Junxian He:
SWE-RM: Execution-free Feedback For Software Engineering Agents. CoRR abs/2512.21919 (2025) - 2024
- [c6]Rui Pan, Shuo Xing
, Shizhe Diao, Wenhe Sun, Xiang Liu, Kashun Shum, Jipeng Zhang, Renjie Pi, Tong Zhang:
Plum: Prompt Learning using Metaheuristics. ACL (Findings) 2024: 2177-2197 - [c5]Cheng Niu, Yuanhao Wu, Juno Zhu, Siliang Xu, Kashun Shum, Randy Zhong, Juntong Song, Tong Zhang:
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models. ACL (1) 2024: 10862-10878 - [c4]KaShun Shum, Minrui Xu, Jianshu Zhang, Zixin Chen, Shizhe Diao, Hanze Dong, Jipeng Zhang, Muhammad Omer Raza:
FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation. EMNLP 2024: 12646-12659 - [c3]Shizhe Diao, Rui Pan, Hanze Dong, Kashun Shum, Jipeng Zhang, Wei Xiong, Tong Zhang:
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. NAACL (Demonstrations) 2024: 116-127 - [i6]Yuanhao Wu, Juno Zhu, Siliang Xu, Kashun Shum, Cheng Niu, Randy Zhong, Juntong Song, Tong Zhang:
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models. CoRR abs/2401.00396 (2024) - [i5]KaShun Shum, Minrui Xu, Jianshu Zhang, Zixin Chen, Shizhe Diao, Hanze Dong, Jipeng Zhang, Muhammad Omer Raza:
FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation. CoRR abs/2408.12168 (2024) - 2023
- [j1]Hanze Dong, Wei Xiong, Deepanshu Goyal, Yihan Zhang, Winnie Chow, Rui Pan, Shizhe Diao, Jipeng Zhang, Kashun Shum, Tong Zhang:
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment. Trans. Mach. Learn. Res. 2023 (2023) - [c2]Kashun Shum, Shizhe Diao, Tong Zhang:
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data. EMNLP (Findings) 2023: 12113-12139 - [i4]Kashun Shum, Shizhe Diao, Tong Zhang:
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data. CoRR abs/2302.12822 (2023) - [i3]Hanze Dong, Wei Xiong, Deepanshu Goyal, Rui Pan, Shizhe Diao, Jipeng Zhang, Kashun Shum, Tong Zhang:
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment. CoRR abs/2304.06767 (2023) - [i2]Shizhe Diao, Rui Pan, Hanze Dong, Kashun Shum, Jipeng Zhang, Wei Xiong, Tong Zhang:
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. CoRR abs/2306.12420 (2023) - [i1]Rui Pan, Shuo Xing, Shizhe Diao, Xiang Liu, Kashun Shum, Jipeng Zhang, Tong Zhang:
Plum: Prompt Learning using Metaheuristic. CoRR abs/2311.08364 (2023) - 2021
- [c1]Shizhe Diao, Xinwei Shen, Kashun Shum, Yan Song, Tong Zhang:
TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation. ACL/IJCNLP (Findings) 2021: 4844-4858
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