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ORCIDJunteng Liu
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2020 – today
- 2026
[j1]Junteng Liu
, Zizhe Wang, Yunji Liang, Sagar Samtani, Yangyang Li, Lei Tang, Zhiwen Yu:
A Hierarchical Hard Negative Sampling Strategy for Robust Out-of-Distribution Object Detection. ACM Trans. Multim. Comput. Commun. Appl. 22(2): 38:1-38:20 (2026)- [i12]Chengyu Du, Xintao Wang, Aili Chen, Weiyuan Li, Rui Xu, Junteng Liu, Zishan Huang, Rong Tian, Zijun Sun, Yuhao Li, Liheng Feng, Deming Ding, Pengyu Zhao, Yanghua Xiao:
HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing. CoRR abs/2601.21459 (2026) - [i11]Aili Chen, Chi Zhang, Junteng Liu, Jiangjie Chen, Chengyu Du, Yunji Li, Ming Zhong, Qin Wang, Zhengmao Zhu, Jiayuan Song, Ke Ji, Junxian He, Pengyu Zhao, Yanghua Xiao:
DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use. CoRR abs/2603.11076 (2026) - 2025
- [c6]Junteng Liu, Weihao Zeng, Xiwen Zhang, Yijun Wang, Zifei Shan, Junxian He:
On the Perception Bottleneck of VLMs for Chart Understanding. EMNLP (Findings) 2025: 10829-10841 - [c5]Junteng Liu, Yuanxiang Fan, Zhuo Jiang, Han Ding, Yongyi Hu, Chi Zhang, Yiqi Shi, Shitong Weng, Aili Chen, Shiqi Chen, Mozhi Zhang, Pengyu Zhao, Junxian He:
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond. NeurIPS 2025 - [i10]Junteng Liu, Weihao Zeng, Xiwen Zhang, Yijun Wang, Zifei Shan, Junxian He:
On the Perception Bottleneck of VLMs for Chart Understanding. CoRR abs/2503.18435 (2025) - [i9]Wei Liu, Ruochen Zhou, Yiyun Deng, Yuzhen Huang, Junteng Liu, Yuntian Deng, Yizhe Zhang, Junxian He:
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping. CoRR abs/2505.15612 (2025) - [i8]Junteng Liu, Yuanxiang Fan, Zhuo Jiang, Han Ding, Yongyi Hu, Chi Zhang, Yiqi Shi, Shitong Weng, Aili Chen, Shiqi Chen, Yunan Huang, Mozhi Zhang, Pengyu Zhao, Junjie Yan, Junxian He:
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond. CoRR abs/2505.19641 (2025) - [i7]Ruochen Zhou, Minrui Xu, Shiqi Chen, Junteng Liu, Yunqi Li, Xinxin Lin, Zhengyu Chen, Junxian He:
Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? CoRR abs/2507.04391 (2025) - [i6]Junteng Liu, Yunji Li, Chi Zhang, Jingyang Li, Aili Chen, Ke Ji, Weiyu Cheng, Zijia Wu, Chengyu Du, Qidi Xu, Jiayuan Song, Zhengmao Zhu, Wenhu Chen, Pengyu Zhao, Junxian He:
WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents. CoRR abs/2509.06501 (2025) - [i5]Junlong Li, Wenshuo Zhao, Jian Zhao, Weihao Zeng, Haoze Wu, Xiaochen Wang, Rui Ge, Yuxuan Cao, Yuzhen Huang, Wei Liu, Junteng Liu, Zhaochen Su, Yiyang Guo, Fan Zhou, Lueyang Zhang, Juan Michelini, Xingyao Wang, Xiang Yue, Shuyan Zhou, Graham Neubig, Junxian He:
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution. CoRR abs/2510.25726 (2025) - 2024
- [c4]Junteng Liu, Shiqi Chen, Yu Cheng, Junxian He:
On the Universal Truthfulness Hyperplane Inside LLMs. EMNLP 2024: 18199-18224 - [c3]Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He:
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation. ICML 2024: 7553-7567 - [i4]Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He:
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation. CoRR abs/2403.01548 (2024) - [i3]Junteng Liu, Shiqi Chen, Yu Cheng, Junxian He:
On the Universal Truthfulness Hyperplane Inside LLMs. CoRR abs/2407.08582 (2024) - 2023
- [c2]Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Yao Fu, Maosong Sun, Junxian He:
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models. NeurIPS 2023 - [c1]Jinghan Zhang, Shiqi Chen, Junteng Liu, Junxian He:
Composing Parameter-Efficient Modules with Arithmetic Operation. NeurIPS 2023 - [i2]Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Yao Fu, Maosong Sun, Junxian He:
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models. CoRR abs/2305.08322 (2023) - [i1]Jinghan Zhang, Shiqi Chen, Junteng Liu, Junxian He:
Composing Parameter-Efficient Modules with Arithmetic Operations. CoRR abs/2306.14870 (2023)
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