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2020 – today
- 2026
[j5]Haisong Gong
, Jing Li, Junfei Wu, Qiang Liu, Shu Wu:
STRIVE: Structured Reasoning for Self-improvement in Claim Verification. Mach. Intell. Res. 23(1): 185-199 (2026)- [i14]Yue Ding, Yiyan Ji, Jungang Li, Xuyang Liu, Xinlong Chen, Junfei Wu, Bozhou Li, Bohan Zeng, Yang Shi, Yushuo Guan, Yuanxing Zhang, Jiaheng Liu, Qiang Liu, Pengfei Wan, Liang Wang:
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models. CoRR abs/2602.04804 (2026) - [i13]Junfei Wu, Jian Guan, Qiang Liu, Shu Wu, Liang Wang, Wei Wu, Tieniu Tan:
Chatting with Images for Introspective Visual Thinking. CoRR abs/2602.11073 (2026) - [i12]Jiajun Zhang, Yuying Li, Zhixun Li, Xingyu Guo, Jingzhuo Wu, Leqi Zheng, Yiran Yang, Jianke Zhang, Qingbin Li, Shannan Yan, Zhetong Li, Changguo Jia, Junfei Wu, Zilei Wang, Qiang Liu, Liang Wang:
RealChart2Code: Advancing Chart-to-Code Generation with Real Data and Multi-Task Evaluation. CoRR abs/2603.25804 (2026) - 2025
- [c7]Jian Guan, Junfei Wu, Jia-Nan Li, Chuanqi Cheng, Wei Wu:
A Survey on Personalized Alignment - The Missing Piece for Large Language Models in Real-World Applications. ACL (Findings) 2025: 5313-5333 - [c6]Xinlong Chen, Yuanxing Zhang, Qiang Liu, Junfei Wu, Fuzheng Zhang, Tieniu Tan:
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models. ACL (Findings) 2025: 8525-8542 - [c5]Junfei Wu, Yue Ding, Guofan Liu, Tianze Xia, Ziyue Huang, Dianbo Sui, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan:
SHARP: Steering Hallucination in LVLMs via Representation Engineering. EMNLP 2025: 14346-14361 - [c4]Yifan Zhang, Huanyu Zhang, Haochen Tian, Chaoyou Fu, Shuangqing Zhang, Junfei Wu, Feng Li, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin:
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? ICLR 2025 - [i11]Haisong Gong, Jing Li, Junfei Wu, Qiang Liu, Shu Wu, Liang Wang:
STRIVE: Structured Reasoning for Self-Improvement in Claim Verification. CoRR abs/2502.11959 (2025) - [i10]Jian Guan, Junfei Wu, Jia-Nan Li, Chuanqi Cheng, Wei Wu:
A Survey on Personalized Alignment - The Missing Piece for Large Language Models in Real-World Applications. CoRR abs/2503.17003 (2025) - [i9]Xinlong Chen, Yuanxing Zhang, Qiang Liu, Junfei Wu, Fuzheng Zhang, Tieniu Tan:
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models. CoRR abs/2505.17061 (2025) - [i8]Junfei Wu, Jian Guan, Kaituo Feng, Qiang Liu, Shu Wu, Liang Wang, Wei Wu, Tieniu Tan:
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing. CoRR abs/2506.09965 (2025) - [i7]Yue Ding, Xiaofang Zhu, Tianze Xia, Junfei Wu, Xinlong Chen, Qiang Liu, Liang Wang:
D2HScore: Reasoning-Aware Hallucination Detection via Semantic Breadth and Depth Analysis in LLMs. CoRR abs/2509.11569 (2025) - 2024
- [j4]Junfei Wu, Weizhi Xu, Qiang Liu, Shu Wu, Liang Wang:
Adversarial Contrastive Learning for Evidence-Aware Fake News Detection With Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 36(11): 5591-5604 (2024) - [j3]Qiang Liu, Junfei Wu, Shu Wu, Liang Wang:
Out-of-Distribution Evidence-Aware Fake News Detection via Dual Adversarial Debiasing. IEEE Trans. Knowl. Data Eng. 36(11): 6801-6813 (2024) - [j2]Guofan Liu, Jinghao Zhang, Qiang Liu, Junfei Wu, Shu Wu, Liang Wang:
Uni-Modal Event-Agnostic Knowledge Distillation for Multimodal Fake News Detection. IEEE Trans. Knowl. Data Eng. 36(12): 9490-9503 (2024) - [c3]Junfei Wu, Qiang Liu, Ding Wang, Jinghao Zhang, Shu Wu, Liang Wang, Tieniu Tan:
Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. ACL (Findings) 2024: 6944-6962 - [i6]Qiang Liu, Xiang Tao, Junfei Wu, Shu Wu, Liang Wang:
Can Large Language Models Detect Rumors on Social Media? CoRR abs/2402.03916 (2024) - [i5]Junfei Wu, Qiang Liu, Ding Wang, Jinghao Zhang, Shu Wu, Liang Wang, Tieniu Tan:
Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. CoRR abs/2402.11622 (2024) - [i4]Yifan Zhang, Huanyu Zhang, Haochen Tian, Chaoyou Fu, Shuangqing Zhang, Junfei Wu, Feng Li, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan:
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? CoRR abs/2408.13257 (2024) - 2023
- [i3]Qiang Liu, Junfei Wu, Shu Wu, Liang Wang:
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing. CoRR abs/2304.12888 (2023) - 2022
- [c2]Junfei Wu, Qiang Liu, Weizhi Xu, Shu Wu:
Bias Mitigation for Evidence-aware Fake News Detection by Causal Intervention. SIGIR 2022: 2308-2313 - [c1]Weizhi Xu, Junfei Wu, Qiang Liu, Shu Wu, Liang Wang:
Evidence-aware Fake News Detection with Graph Neural Networks. WWW 2022: 2501-2510 - [i2]Weizhi Xu, Junfei Wu, Qiang Liu, Shu Wu, Liang Wang:
Mining Fine-grained Semantics via Graph Neural Networks for Evidence-based Fake News Detection. CoRR abs/2201.06885 (2022) - [i1]Junfei Wu, Weizhi Xu, Qiang Liu, Shu Wu, Liang Wang:
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks. CoRR abs/2210.05498 (2022) - 2020
- [j1]Zhen Sun, Junfei Wu, Lu Wang, Qingdang Li:
SRDT: A Novel Robust RGB-D Tracker Based on Siamese Region Proposal Network and Depth Information. Int. J. Pattern Recognit. Artif. Intell. 34(9): 2054023:1-2054023:16 (2020)
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