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2020 – today
- 2025
[c13]Yuyao Ge, Shenghua Liu, Baolong Bi, Yiwei Wang, Lingrui Mei, Wenjie Feng, Lizhe Chen, Xueqi Cheng:
Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL (1) 2025: 6404-6420- [c12]Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang, Haizhen Huang, Lingrui Mei, Junfeng Fang, Zehao Li, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Shenghua Liu:
Context-DPO: Aligning Language Models for Context-Faithfulness. ACL (Findings) 2025: 10280-10300 - [c11]Houcheng Jiang, Junfeng Fang, Tianyu Zhang, Baolong Bi, An Zhang, Ruipeng Wang, Tao Liang, Xiang Wang:
Neuron-Level Sequential Editing for Large Language Models. ACL (1) 2025: 16678-16702 - [c10]Baolong Bi, Shenghua Liu, Lingrui Mei, Yiwei Wang, Junfeng Fang, Pengliang Ji, Xueqi Cheng:
Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts. ACL (1) 2025: 17198-17208 - [c9]Shiyu Ni, Keping Bi, Jiafeng Guo, Lulu Yu, Baolong Bi, Xueqi Cheng:
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception. ACL (1) 2025: 24315-24329 - [c8]Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Jiayi Mao, Xueqi Cheng:
"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak. COLING 2025: 2144-2162 - [c7]Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Junfeng Fang, Hongcheng Gao, Shiyu Ni, Xueqi Cheng:
Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness. ICLR 2025 - [c6]Zherui Li, Houcheng Jiang, Hao Chen, Baolong Bi, Zhenhong Zhou, Fei Sun, Junfeng Fang, Xiang Wang:
Reinforced Lifelong Editing for Language Models. ICML 2025 - [c5]Yilong Xu, Jinhua Gao, Xiaoming Yu, Baolong Bi, Huawei Shen, Xueqi Cheng:
ALiiCE: Evaluating Positional Fine-grained Citation Generation. NAACL (Long Papers) 2025: 545-561 - [c4]Tianyu Zhang
, Junfeng Fang, Houcheng Jiang, Baolong Bi, Xiang Wang, Xiangnan He:
Explainable and Efficient Editing for Large Language Models. WWW 2025: 1963-1976 - [i30]Zherui Li, Houcheng Jiang, Hao Chen, Baolong Bi, Zhenhong Zhou, Fei Sun, Junfeng Fang, Xiang Wang:
Reinforced Lifelong Editing for Language Models. CoRR abs/2502.05759 (2025) - [i29]Shiyu Ni, Keping Bi, Jiafeng Guo, Lulu Yu, Baolong Bi, Xueqi Cheng:
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception. CoRR abs/2502.11677 (2025) - [i28]Baolong Bi, Shenghua Liu, Yiwei Wang, Yilong Xu, Junfeng Fang, Lingrui Mei, Xueqi Cheng:
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models. CoRR abs/2503.15888 (2025) - [i27]Yuyao Ge, Shenghua Liu, Yiwei Wang, Lingrui Mei, Lizhe Chen, Baolong Bi, Xueqi Cheng:
Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking. CoRR abs/2503.19602 (2025) - [i26]Hongcheng Gao, Jiashu Qu, Jingyi Tang, Baolong Bi, Yue Liu, Hongyu Chen, Li Liang, Li Su, Qingming Huang:
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation. CoRR abs/2503.19622 (2025) - [i25]Yue Liu, Jiaying Wu, Yufei He, Hongcheng Gao, Hongyu Chen, Baolong Bi, Jiaheng Zhang, Zhiqi Huang, Bryan Hooi:
Efficient Inference for Large Reasoning Models: A Survey. CoRR abs/2503.23077 (2025) - [i24]Yilong Xu, Jinhua Gao, Xiaoming Yu, Yuanhai Xue, Baolong Bi, Huawei Shen, Xueqi Cheng:
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models. CoRR abs/2504.00573 (2025) - [i23]Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Yuyao Ge, Jun Wan, Yurong Wu, Xueqi Cheng:
a1: Steep Test-time Scaling Law via Environment Augmented Generation. CoRR abs/2504.14597 (2025) - [i22]Zehao Li, Hao Jiang, Yujun Cai, Jianing Chen, Baolong Bi, Shuqin Gao, Honglong Zhao, Yiwei Wang, Tianlu Mao, Zhaoqi Wang:
STDR: Spatio-Temporal Decoupling for Real-Time Dynamic Scene Rendering. CoRR abs/2505.22400 (2025) - [i21]Jiayu Yao, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Yuyao Ge, Zhecheng Li, Xueqi Cheng:
Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation. CoRR abs/2506.11063 (2025) - [i20]Juan Chen, Baolong Bi, Wei Zhang, Jingyan Sui, Xiaofei Zhu, Yuanzhuo Wang, Lingrui Mei, Shenghua Liu:
Rethinking All Evidence: Enhancing Trustworthy Retrieval-Augmented Generation via Conflict-Driven Summarization. CoRR abs/2507.01281 (2025) - [i19]Baolong Bi, Shenghua Liu, Xingzhang Ren, Dayiheng Liu, Junyang Lin, Yiwei Wang, Lingrui Mei, Junfeng Fang, Jiafeng Guo, Xueqi Cheng:
RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs. CoRR abs/2507.03253 (2025) - [i18]Lingrui Mei, Jiayu Yao, Yuyao Ge, Yiwei Wang, Baolong Bi, Yujun Cai, Jiazhi Liu, Mingyu Li, Zhong-Zhi Li, Duzhen Zhang, Chenlin Zhou, Jiayi Mao, Tianze Xia, Jiafeng Guo, Shenghua Liu:
A Survey of Context Engineering for Large Language Models. CoRR abs/2507.13334 (2025) - [i17]Yutong Wang, Pengliang Ji, Kaixin Li, Baolong Bi, Tao Feng, Guillaume Sartoretti:
Beyond Policy Optimization: A Data Curation Flywheel for Sparse-Reward Long-Horizon Planning. CoRR abs/2508.03018 (2025) - [i16]Yuyao Ge, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Xuanshan Zhou, Jiayu Yao, Jiafeng Guo, Xueqi Cheng:
Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning. CoRR abs/2509.06461 (2025) - [i15]Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang:
How to Make Large Language Models Generate 100% Valid Molecules? CoRR abs/2509.23099 (2025) - [i14]Jiayu Yao, Shenghua Liu, Yiwei Wang, Rundong Cheng, Lingrui Mei, Baolong Bi, Zhen Xiong, Xueqi Cheng:
Not in Sync: Unveiling Temporal Bias in Audio Chat Models. CoRR abs/2510.12185 (2025) - [i13]Yuyao Ge, Lingrui Mei, Zenghao Duan, Tianhao Li, Yujia Zheng, Yiwei Wang, Lexin Wang, Jiayu Yao, Tianyu Liu, Yujun Cai, Baolong Bi, Fangda Guo, Jiafeng Guo, Shenghua Liu, Xueqi Cheng:
A Survey of Vibe Coding with Large Language Models. CoRR abs/2510.12399 (2025) - [i12]Linfeng Gao, Baolong Bi, Zheng Yuan, Le Wang, Zerui Chen, Zhimin Wei, Shenghua Liu, Qinggang Zhang, Jinsong Su:
Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation. CoRR abs/2510.12460 (2025) - 2024
- [c3]Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Cheng:
LPNL: Scalable Link Prediction with Large Language Models. ACL (Findings) 2024: 3615-3625 - [c2]Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Yilong Xu, Xueqi Cheng:
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities. EMNLP (Findings) 2024: 11071-11083 - [c1]Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Xueqi Cheng:
SLANG: New Concept Comprehension of Large Language Models. EMNLP 2024: 12558-12575 - [i11]Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Xueqi Chen:
SLANG: New Concept Comprehension of Large Language Models. CoRR abs/2401.12585 (2024) - [i10]Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Chen:
Scalable Link Prediction on Large-Scale Heterogeneous Graphs with Large Language Models. CoRR abs/2401.13227 (2024) - [i9]Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Cheng:
Is Factuality Decoding a Free Lunch for LLMs? Evaluation on Knowledge Editing Benchmark. CoRR abs/2404.00216 (2024) - [i8]Baolong Bi, Shenghua Liu, Lingrui Mei, Yiwei Wang, Pengliang Ji, Xueqi Cheng:
Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts. CoRR abs/2405.11613 (2024) - [i7]Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Jiayi Mao, Xueqi Cheng:
"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak. CoRR abs/2406.11668 (2024) - [i6]Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Yilong Xu, Xueqi Cheng:
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities. CoRR abs/2406.12468 (2024) - [i5]Yilong Xu, Jinhua Gao, Xiaoming Yu, Baolong Bi, Huawei Shen, Xueqi Cheng:
ALiiCE: Evaluating Positional Fine-grained Citation Generation. CoRR abs/2406.13375 (2024) - [i4]Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Junfeng Fang, Xueqi Cheng:
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models. CoRR abs/2409.10132 (2024) - [i3]Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Ruibin Yuan, Xueqi Cheng:
HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router. CoRR abs/2410.02684 (2024) - [i2]Zehao Li, Wenwei Han, Yujun Cai, Hao Jiang, Baolong Bi, Shuqin Gao, Honglong Zhao, Zhaoqi Wang:
GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision. CoRR abs/2412.00392 (2024) - [i1]Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang, Haizhen Huang, Lingrui Mei, Junfeng Fang, Zehao Li, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Shenghua Liu:
Context-DPO: Aligning Language Models for Context-Faithfulness. CoRR abs/2412.15280 (2024)
Coauthor Index
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