Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models
AAAI 2026
Chen, Qiguang and Peng, Dengyun and Liu, Jinhao and Su, HuiKang and Guan, Jiannan and Qin, Libo and Che, Wanxiang
AAAI
Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models
AAAI 2026
Chen, Qiguang and Peng, Dengyun and Liu, Jinhao and Su, HuiKang and Guan, Jiannan and Qin, Libo and Che, Wanxiang
CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis
AAAI 2026
Xu, Yuzhuang and Han, Xu and Zhang, Yuanchi and Wang, Yixuan and Liu, Yijun and Ji, Shiyu and Zhu, Qingfu and Che, Wanxiang
CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis
AAAI 2026
Xu, Yuzhuang and Han, Xu and Zhang, Yuanchi and Wang, Yixuan and Liu, Yijun and Ji, Shiyu and Zhu, Qingfu and Che, Wanxiang
Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction
AAAI 2026
Liu, Yijun and Wang, Yixuan and Xu, Yuzhuang and Ji, Shiyu and Xu, Yang and Zhu, Qingfu and Che, Wanxiang
Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction
AAAI 2026
Liu, Yijun and Wang, Yixuan and Xu, Yuzhuang and Ji, Shiyu and Xu, Yang and Zhu, Qingfu and Che, Wanxiang
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
Proceedings of the AAAI Conference on Artificial Intelligence, 2025
Cheng, Zihui and Chen, Qiguang and Zhang, Jin and Fei, Hao and Feng, Xiaocheng and Che, Wanxiang and Li, Min and Qin, Libo
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
Proceedings of the AAAI Conference on Artificial Intelligence, 2025
Cheng, Zihui and Chen, Qiguang and Zhang, Jin and Fei, Hao and Feng, Xiaocheng and Che, Wanxiang and Li, Min and Qin, Libo
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models
Proceedings of the AAAI Conference on Artificial Intelligence, 19116--19125, 2024.
Wang, Dingzirui and Dou, Longxu and Zhang, Wenbin and Zeng, Junyu and Che, Wanxiang
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models
Proceedings of the AAAI Conference on Artificial Intelligence, 19116--19125, 2024.
Wang, Dingzirui and Dou, Longxu and Zhang, Wenbin and Zeng, Junyu and Che, Wanxiang
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
Proceedings of the AAAI Conference on Artificial Intelligence, 3018--3027, 2024.
Li, Bohan and Xu, Xiao and Wang, Xinghao and Hou, Yutai and Feng, Yunlong and Wang, Feng and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
Proceedings of the AAAI Conference on Artificial Intelligence, 3018--3027, 2024.
Li, Bohan and Xu, Xiao and Wang, Xinghao and Hou, Yutai and Feng, Yunlong and Wang, Feng and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang
BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning
Proceedings of the AAAI Conference on Artificial Intelligence, 37(9), 10637-10647.
Xiao Xu and Chenfei Wu and Shachar Rosenman and Vasudev Lal and Wanxiang Che and Nan Duan
BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning
Proceedings of the AAAI Conference on Artificial Intelligence, 37(9), 10637-10647.
Xiao Xu and Chenfei Wu and Shachar Rosenman and Vasudev Lal and Wanxiang Che and Nan Duan
MultiSpider: towards benchmarking multilingual text-to-SQL semantic parsing
Proceedings of the AAAI Conference on Artificial Intelligence, 12745--12753, 2023.
Dou, Longxu and Gao, Yan and Pan, Mingyang and Wang, Dingzirui and Che, Wanxiang and Zhan, Dechen and Lou, Jian-Guang
MultiSpider: towards benchmarking multilingual text-to-SQL semantic parsing
Proceedings of the AAAI Conference on Artificial Intelligence, 12745--12753, 2023.
Dou, Longxu and Gao, Yan and Pan, Mingyang and Wang, Dingzirui and Che, Wanxiang and Zhan, Dechen and Lou, Jian-Guang
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding
Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.
Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding
Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.
Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang
C2c-genda: Cluster-to-cluster generation for data augmentation of slot filling
Proceedings of the AAAI Conference on Artificial Intelligence, 13027--13035, 2021.
Hou, Yutai and Chen, Sanyuan and Che, Wanxiang and Chen, Cheng and Liu, Ting
C2c-genda: Cluster-to-cluster generation for data augmentation of slot filling
Proceedings of the AAAI Conference on Artificial Intelligence, 13027--13035, 2021.
Hou, Yutai and Chen, Sanyuan and Che, Wanxiang and Chen, Cheng and Liu, Ting
Few-shot learning for multi-label intent detection
Proceedings of the AAAI Conference on Artificial Intelligence, 13036--13044, 2021.
Hou, Yutai and Lai, Yongkui and Wu, Yushan and Che, Wanxiang and Liu, Ting
Few-shot learning for multi-label intent detection
Proceedings of the AAAI Conference on Artificial Intelligence, 13036--13044, 2021.
Hou, Yutai and Lai, Yongkui and Wu, Yushan and Che, Wanxiang and Liu, Ting
Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification
Proceedings of the AAAI conference on artificial intelligence, 8665--8672, 2020.
Qin, Libo and Che, Wanxiang and Li, Yangming and Ni, Mingheng and Liu, Ting
Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification
Proceedings of the AAAI conference on artificial intelligence, 8665--8672, 2020.
Qin, Libo and Che, Wanxiang and Li, Yangming and Ni, Mingheng and Liu, Ting
Discriminative Sentence Modeling for Story Ending Prediction
The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020, 7602--7609, 2020.
Yiming Cui and Wanxiang Che and Wei{-}Nan Zhang and Ting Liu and Shijin Wang and Guoping Hu
Discriminative Sentence Modeling for Story Ending Prediction
The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020, 7602--7609, 2020.
Yiming Cui and Wanxiang Che and Wei{-}Nan Zhang and Ting Liu and Shijin Wang and Guoping Hu
Knowledge graph grounded goal planning for open-domain conversation generation
Proceedings of the AAAI Conference on Artificial Intelligence, 9338--9345, 2020.
Xu, Jun and Wang, Haifeng and Niu, Zhengyu and Wu, Hua and Che, Wanxiang
Knowledge graph grounded goal planning for open-domain conversation generation
Proceedings of the AAAI Conference on Artificial Intelligence, 9338--9345, 2020.
Xu, Jun and Wang, Haifeng and Niu, Zhengyu and Wu, Hua and Che, Wanxiang
Multi-task self-supervised learning for disfluency detection
Proceedings of the AAAI Conference on Artificial Intelligence, 9193--9200, 2020.
Wang, Shaolei and Che, Wanxiang and Liu, Qi and Qin, Pengda and Liu, Ting and Wang, William Yang
Multi-task self-supervised learning for disfluency detection
Proceedings of the AAAI Conference on Artificial Intelligence, 9193--9200, 2020.
Wang, Shaolei and Che, Wanxiang and Liu, Qi and Qin, Pengda and Liu, Ting and Wang, William Yang
Understanding medical conversations with scattered keyword attention and weak supervision from responses
Proceedings of the AAAI Conference on Artificial Intelligence, 8838--8845, 2020.
Shi, Xiaoming and Hu, Haifeng and Che, Wanxiang and Sun, Zhongqian and Liu, Ting and Huang, Junzhou
Understanding medical conversations with scattered keyword attention and weak supervision from responses
Proceedings of the AAAI Conference on Artificial Intelligence, 8838--8845, 2020.
Shi, Xiaoming and Hu, Haifeng and Che, Wanxiang and Sun, Zhongqian and Liu, Ting and Huang, Junzhou
A Neural Transition-Based Approach for Semantic Dependency Graph Parsing
Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 5561--5568, 2018.
Yuxuan Wang and Wanxiang Che and Jiang Guo and Ting Liu
A Neural Transition-Based Approach for Semantic Dependency Graph Parsing
Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 5561--5568, 2018.
Yuxuan Wang and Wanxiang Che and Jiang Guo and Ting Liu
A Representation Learning Framework for Multi-Source Transfer Parsing
Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}, 2734--2740, 2016.
Jiang Guo and Wanxiang Che and David Yarowsky and Haifeng Wang and Ting Liu
A Representation Learning Framework for Multi-Source Transfer Parsing
Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}, 2734--2740, 2016.
Jiang Guo and Wanxiang Che and David Yarowsky and Haifeng Wang and Ting Liu
Effective Bilingual Constraints for Semi-Supervised Learning of NamedEntity Recognizers
Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}, 2013.
Mengqiu Wang and Wanxiang Che and Christopher D. Manning
Effective Bilingual Constraints for Semi-Supervised Learning of NamedEntity Recognizers
Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}, 2013.
Mengqiu Wang and Wanxiang Che and Christopher D. Manning