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Zhenwen Liang

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2020 – today

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2024
[c20]
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Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang:
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark. ACL (Short Papers) 2024: 109-119
[c19]
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Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng, Zhenwen Liang, Zhihan Zhang, Meng Jiang:
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples. CIKM 2024: 3093-3102
[c18]
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Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu:
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. LREC/COLING 2024: 11307-11318
[c17]
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Zhihan Zhang, Tao Ge, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang:
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. EMNLP 2024: 14720-14738
[c16]
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Tianyu Yang, Yiyang Nan, Lisen Dai, Zhenwen Liang, Yapeng Tian, Xiangliang Zhang:
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering. EMNLP (Findings) 2024: 15894-15904
[c15]
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Yujun Zhou, Yufei Han, Haomin Zhuang, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang:
Defending Jailbreak Prompts via In-Context Adversarial Game. EMNLP 2024: 20084-20105
[i15]
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  - journals/corr/abs-2401-17865
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Xiaodong Wu, Yufei Han, Hayssam Dahrouj, Jianbing Ni, Zhenwen Liang, Xiangliang Zhang:
Manipulating Predictions over Discrete Inputs in Machine Teaching. CoRR abs/2401.17865 (2024)
[i14]
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  - journals/corr/abs-2402-05138
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Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang:
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark. CoRR abs/2402.05138 (2024)
[i13]
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  - journals/corr/abs-2402-07386
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Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng, Zhenwen Liang, Zhihan Zhang, Meng Jiang:
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples. CoRR abs/2402.07386 (2024)
[i12]
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  - journals/corr/abs-2402-13148
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Yujun Zhou, Yufei Han, Haomin Zhuang, Taicheng Guo, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang:
Defending Jailbreak Prompts via In-Context Adversarial Game. CoRR abs/2402.13148 (2024)
[i11]
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  - journals/corr/abs-2405-19444
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Zhenwen Liang, Dian Yu, Wenhao Yu, Wenlin Yao, Zhihan Zhang, Xiangliang Zhang, Dong Yu:
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions. CoRR abs/2405.19444 (2024)
[i10]
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  - journals/corr/abs-2406-12050
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Zhihan Zhang, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang:
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. CoRR abs/2406.12050 (2024)
[i9]
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  - journals/corr/abs-2406-12056
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Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E. Carpenter, Meng Jiang, Shantanu Singh:
Learning Molecular Representation in a Cell. CoRR abs/2406.12056 (2024)
[i8]
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  - journals/corr/abs-2410-05318
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Zhenwen Liang, Ye Liu, Tong Niu, Xiangliang Zhang, Yingbo Zhou, Semih Yavuz:
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification. CoRR abs/2410.05318 (2024)
2023
[c14]
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  - conf/aaai/LiangZWWS023
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Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang:
Generalizing Math Word Problem Solvers via Solution Diversification. AAAI 2023: 13183-13191
[c13]
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Zhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao, Xiangliang Zhang:
Compositional Mathematical Encoding for Math Word Problems. ACL (Findings) 2023: 10008-10017
[c12]
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Zhenwen Liang, Tianyu Yang, Jipeng Zhang, Xiangliang Zhang:
UniMath: A Foundational and Multimodal Mathematical Reasoner. EMNLP 2023: 7126-7133
[c11]
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Zhenwen Liang, Wenhao Yu, Tanmay Rajpurohit, Peter Clark, Xiangliang Zhang, Ashwin Kalyan:
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation. EMNLP 2023: 14384-14396
[c10]
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Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang:
Don't be Blind to Questions: Question-Oriented Math Word Problem Solving. IJCNLP (1) 2023: 15-25
[c9]
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Taicheng Guo, Kehan Guo, Bozhao Nan, Zhenwen Liang, Zhichun Guo, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang:
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks. NeurIPS 2023
[i7]
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  - journals/corr/abs-2305-14002
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Wenhao Yu, Zhihan Zhang, Zhenwen Liang, Meng Jiang, Ashish Sabharwal:
Improving Language Models via Plug-and-Play Retrieval Feedback. CoRR abs/2305.14002 (2023)
[i6]
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Zhenwen Liang, Wenhao Yu, Tanmay Rajpurohit, Peter Clark, Xiangliang Zhang, Ashwin Kalyan:
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation. CoRR abs/2305.14386 (2023)
[i5]
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  - journals/corr/abs-2307-07951
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Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu:
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning. CoRR abs/2307.07951 (2023)
2022
[c8]
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Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang:
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. EMNLP 2022: 9454-9464
[c7]
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  - conf/lrec/AlghamdiL022
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Reem Alghamdi, Zhenwen Liang, Xiangliang Zhang:
ArMATH: a Dataset for Solving Arabic Math Word Problems. LREC 2022: 351-362
[c6]
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  - conf/naacl/LiangZWQLS022
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Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang:
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. NAACL-HLT (Findings) 2022: 997-1009
[i4]
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  - journals/corr/abs-2212-00833
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Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang:
Generalizing Math Word Problem Solvers via Solution Diversification. CoRR abs/2212.00833 (2022)
[i3]
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  - journals/corr/abs-2212-00837
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Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang:
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. CoRR abs/2212.00837 (2022)
2021
[j4]
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  - journals/tcsv/ZhangSLLS21
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Dongyang Zhang, Jie Shao, Zhenwen Liang, Xueliang Liu, Heng Tao Shen:
Multi-Branch Networks for Video Super-Resolution With Dynamic Reconstruction Strategy. IEEE Trans. Circuits Syst. Video Technol. 31(10): 3954-3966 (2021)
[j3]
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Dongyang Zhang, Jie Shao, Zhenwen Liang, Lianli Gao, Heng Tao Shen:
Large Factor Image Super-Resolution With Cascaded Convolutional Neural Networks. IEEE Trans. Multim. 23: 2172-2184 (2021)
[c5]
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  - conf/emnlp/Liang021
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Zhenwen Liang, Xiangliang Zhang:
Data-Efficient Language Shaped Few-shot Image Classification. EMNLP (Findings) 2021: 4680-4686
[c4]
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Zhenwen Liang, Xiangliang Zhang:
Solving Math Word Problems with Teacher Supervision. IJCAI 2021: 3522-3528
[i2]
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  - journals/corr/abs-2107-13435
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Zhenwen Liang, Jipeng Zhang, Jie Shao, Xiangliang Zhang:
MWP-BERT: A Strong Baseline for Math Word Problems. CoRR abs/2107.13435 (2021)
[i1]
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  - journals/corr/abs-2112-14948
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Yingquan Li, Zhenwen Liang, Ibrahima N'Doye, Xiangliang Zhang, Mohamed-Slim Alouini, Taous-Meriem Laleg-Kirati:
Data-Driven State Estimation for Light-Emitting Diode Underwater Optical Communication. CoRR abs/2112.14948 (2021)
2020
[j2]
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Dongyang Zhang, Zhenwen Liang, Jie Shao:
Joint image deblurring and super-resolution with attention dual supervised network. Neurocomputing 412: 187-196 (2020)
[j1]
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  - journals/nca/LiangSZG20
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Zhenwen Liang, Jie Shao, Dongyang Zhang, Lianli Gao:
Traffic sign detection and recognition based on pyramidal convolutional networks. Neural Comput. Appl. 32(11): 6533-6543 (2020)
[c3]
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  - conf/icmcs/LiZLOS20
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Xinyao Li, Dongyang Zhang, Zhenwen Liang, Deqiang Ouyang, Jie Shao:
Fused Recurrent Network Via Channel Attention For Remote Sensing Satellite Image Super-Resolution. ICME 2020: 1-6

2010 – 2019

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2019
[c2]
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  - conf/icmcs/LiangZS19
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Zhenwen Liang, Dongyang Zhang, Jie Shao:
Jointly Solving Deblurring and Super-Resolution Problems with Dual Supervised Network. ICME 2019: 790-795
2018
[c1]
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  - conf/pcm/LiangSZG18
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Zhenwen Liang, Jie Shao, Dongyang Zhang, Lianli Gao:
Small Object Detection Using Deep Feature Pyramid Networks. PCM (3) 2018: 554-564

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