Shijue Huang

According to our database, Shijue Huang authored at least 29 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents.

Shijue Huang, Hangyu Guo, Chenxin Li, Junting Lu, Xinyu Geng, Zhaochen Su, Zhenyu Li, Shuang Chen, Hongru Wang, Yi R. Fung

CoRR, May, 2026

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows.

Chenxin Li, Zhengyang Tang, Mingxin Huang, Yunlong Lin, Shijue Huang, Shengyuan Liu, Bowen Ye, Rang Li, Lei Li, Benyou Wang, Yixuan Yuan

CoRR, April, 2026

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence.

Guanting Dong, Junting Lu, Junjie Huang, Wanjun Zhong, Longxiang Liu, Shijue Huang, Zhenyu Li, Yang Zhao, Xiaoshuai Song, Xiaoxi Li, Jiajie Jin, Yutao Zhu, Hanbin Wang, Fangyu Lei, Qinyu Luo, Mingyang Chen, Zehui Chen, Jiazhan Feng, Ji-Rong Wen, Zhicheng Dou

CoRR, April, 2026

AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios.

Zhaochen Su, Jincheng Gao, Hangyu Guo, Zhenhua Liu, Lueyang Zhang, Xinyu Geng, Shijue Huang, Peng Xia, Guanyu Jiang, Cheng Wang, Yue Zhang, Yi R. (May) Fung, Junxian He

CoRR, February, 2026

From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics.

Bowen Cao, Dongdong Zhang, Yixia Li, Junpeng Liu, Shijue Huang, Chufan Shi, Hongyuan Lu, Yaokang Wu, Guanhua Chen, Wai Lam, Furu Wei

CoRR, January, 2026

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting.

Shijue Huang, Hongru Wang, Wanjun Zhong, Zhaochen Su, Jiazhan Feng, Bowen Cao, Yi R. Fung

Trans. Mach. Learn. Res., 2026

CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents.

Jiayu Liu, Cheng Qian, Zhaochen Su, Qing Zong, Shijue Huang, Bingxiang He, Yi R. Fung

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Environment Scaling for Interactive Agentic Experience Collection: A Survey.

Yuchen Huang, Sijia Li, Minghao Liu, Wei Liu, Shijue Huang, Zhiyuan Fan, Hou Pong Chan, Yi R. Fung

CoRR, November, 2025

SELF-REDRAFT: Eliciting Intrinsic Exploration-Exploitation Balance in Test-Time Scaling for Code Generation.

Yixiang Chen, Tianshi Zheng, Shijue Huang, Zhitao He, Yi R. Fung

CoRR, November, 2025

MPFToD: a modularized pre-training framework for consistency identification in task-oriented dialogue.

Libo Qin, Shijue Huang, Qiguang Chen, Qian Liu, Wanxiang Che, Ruifeng Xu

Frontiers Comput. Sci., October, 2025

ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping.

Shuang Chen, Yue Guo, Yimeng Ye, Shijue Huang, Wenbo Hu, Haoxi Li, Manyuan Zhang, Jiayu Chen, Song Guo, Nanyun Peng

CoRR, October, 2025

OTC: Optimal Tool Calls via Reinforcement Learning.

Hongru Wang, Cheng Qian, Wanjun Zhong, Xiusi Chen, Jiahao Qiu, Shijue Huang, Bowen Jin, Mengdi Wang, Kam-Fai Wong, Heng Ji

CoRR, April, 2025

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs.

Jiazhan Feng, Shijue Huang, Xingwei Qu, Ge Zhang, Yujia Qin, Baoquan Zhong, Chengquan Jiang, Jinxin Chi, Wanjun Zhong

CoRR, April, 2025

UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Yujia Qin, Yining Ye, Junjie Fang, Haoming Wang, Shihao Liang, Shizuo Tian, Junda Zhang, Jiahao Li, Yunxin Li, Shijue Huang, Wanjun Zhong, Kuanye Li, Jiale Yang, Yu Miao, Woyu Lin, Longxiang Liu, Xu Jiang, Qianli Ma, Jingyu Li, Xiaojun Xiao, Kai Cai, Chuang Li, Yaowei Zheng, Chaolin Jin, Chen Li, Xiao Zhou, Minchao Wang, Haoli Chen, Zhaojian Li, Haihua Yang, Haifeng Liu, Feng Lin, Tao Peng, Xin Liu, Guang Shi

CoRR, January, 2025

CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding.

Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst.

Hongru Wang, Deng Cai, Wanjun Zhong, Shijue Huang, Jeff Z. Pan, Zeming Liu, Kam-Fai Wong

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst.

Shijue Huang, Wanjun Zhong, Deng Cai, Fanqi Wan, Chengyi Wang, Mingxuan Wang, Mu Qiao, Ruifeng Xu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

What do they "meme"? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding.

Bingbing Wang, Shijue Huang, Bin Liang, Geng Tu, Min Yang, Ruifeng Xu

Knowl. Based Syst., 2024

Towards Real-World Stickers Use: A New Dataset for Multi-Tag Sticker Recognition.

Bingbing Wang, Bin Liang, Chun-Mei Feng, Wangmeng Zuo, Zhixin Bai, Shijue Huang, Kam-Fai Wong, Ruifeng Xu

CoRR, 2024

CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models.

Zexuan Qiu, Jingjing Li, Shijue Huang, Wanjun Zhong, Irwin King

CoRR, 2024

SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-Modal Intent Detection.

Shijue Huang, Libo Qin, Bingbing Wang, Geng Tu, Ruifeng Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models.

Zexuan Qiu, Jingjing Li, Shijue Huang, Xiaoqi Jiao, Wanjun Zhong, Irwin King

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios.

Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Improving Few-Shot and Zero-Shot Entity Linking with Coarse-to-Fine Lexicon-Based Retriever.

Shijue Huang, Bingbing Wang, Libo Qin, Qin Zhao, Ruifeng Xu

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages.

Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System.

Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue.

Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Frequently Asked Question Pair Generation for Rule and Regulation Document.

Keyang Ding, Chenran Cai, Shijue Huang, Rui Wang, Qianlong Wang, Jianxin Li, Guozhong Shi, Feiran Hu, Fengxin Li, Ruifeng Xu

Proceedings of the Artificial Intelligence and Mobile Services - AIMS 2022, 2022

2021

Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System.

Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021