Wang, Shuohang

29 publications

NeurIPS 2025 Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, Yelong Shen

CVPR 2025 Is Your World Simulator a Good Story Presenter? a Consecutive Events-Based Benchmark for Future Long Video Generation Yiping Wang, Xuehai He, Kuan Wang, Luyao Ma, Jianwei Yang, Shuohang Wang, Simon Shaolei Du, Yelong Shen

NeurIPS 2025 Reinforcement Learning for Reasoning in Large Language Models with One Training Example Yiping Wang, Qing Yang, Zhiyuan Zeng, Liliang Ren, Liyuan Liu, Baolin Peng, Hao Cheng, Xuehai He, Kuan Wang, Jianfeng Gao, Weizhu Chen, Shuohang Wang, Simon Shaolei Du, Yelong Shen

NeurIPS 2025 Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection Zheng Zhan, Liliang Ren, Shuohang Wang, Liyuan Liu, Yang Liu, Yeyun Gong, Yanzhi Wang, Yelong Shen

TMLR 2025 Self-Exploring Language Models: Active Preference Elicitation for Online Alignment Shenao Zhang, Donghan Yu, Hiteshi Sharma, Han Zhong, Zhihan Liu, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang

NeurIPSW 2024 LORC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy Rongzhi Zhang, Kuan Wang, Liyuan Liu, Shuohang Wang, Hao Cheng, Chao Zhang, Yelong Shen

TMLR 2024 Multi-LoRA Composition for Image Generation Ming Zhong, Yelong Shen, Shuohang Wang, Yadong Lu, Yizhu Jiao, Siru Ouyang, Donghan Yu, Jiawei Han, Weizhu Chen

ICMLW 2024 Self-Exploring Language Models: Active Preference Elicitation for Online Alignment Shenao Zhang, Donghan Yu, Hiteshi Sharma, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang

ICLR 2023 Generate Rather than Retrieve: Large Language Models Are Strong Context Generators Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang

ICLR 2023 Prompting GPT-3 to Be Reliable Chenglei Si, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan Lee Boyd-Graber, Lijuan Wang

NeurIPS 2023 Sparse Modular Activation for Efficient Sequence Modeling Liliang Ren, Yang Liu, Shuohang Wang, Yichong Xu, Chenguang Zhu, Cheng Xiang Zhai

NeurIPSW 2022 Adaptive Pre-Training of Language Models for Better Logical Reasoning Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren

CVPR 2022 An Empirical Study of Training End-to-End Vision-and-Language Transformers Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng

CVPR 2022 CLIP-Event: Connecting Text and Images with Event Structures Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang

NeurIPSW 2022 Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun

IJCAI 2022 Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang

NeurIPS 2022 Language Models with Image Descriptors Are Strong Few-Shot Video-Language Learners Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji

AAAI 2022 Playing Lottery Tickets with Vision and Language Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu

AAAI 2021 FILTER: An Enhanced Fusion Method for Cross-Lingual Language Understanding Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu

ICLR 2021 InfoBERT: Improving Robustness of Language Models from an Information Theoretic Perspective Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

NeurIPS 2021 The Elastic Lottery Ticket Hypothesis Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang

CVPR 2021 UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu

AAAI 2020 Multi-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang, Yunshi Lan, Yi Tay, Jing Jiang, Jingjing Liu

NeurIPS 2019 Compositional De-Attention Networks Yi Tay, Anh Tuan Luu, Aston Zhang, Shuohang Wang, Siu Cheung Hui

IJCAI 2019 Knowledge Base Question Answering with Topic Units Yunshi Lan, Shuohang Wang, Jing Jiang

ICLR 2018 Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell

AAAI 2018 R3: Reinforced Ranker-Reader for Open-Domain Question Answering Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerry Tesauro, Bowen Zhou, Jing Jiang

ICLR 2017 A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang, Jing Jiang

ICLR 2017 Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang, Jing Jiang