Lifelong Learning Process: Self-Memory Supervising and Dynamically Growing Networks. - Youcheng Huang; Tangchen Wei; Jundong Zhou; Chunxin Yang (CoRR, 2020)

TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. - Fengbin Zhu; Wenqiang Lei; Youcheng Huang; Chao Wang 049; Shuo Zhang 006; Jiancheng Lv 001; Fuli Feng; Tat-Seng Chua (ACL/IJCNLP (1), 2021)

Combination of certainty and uncertainty: Using FusionGAN to create abstract paintings. - Mao Li 001; Jiancheng Lv 001; Chenwei Tang; Jian Wang 124; Zhichen Lai 001; Youcheng Huang (Neural Networks, 2021)

Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition. - Youcheng Huang; Wenqiang Lei; Jie Fu 001; Jiancheng Lv 001 (EMNLP (Findings), 2022)

Empirical Study on Updating Key-Value Memories in Transformer Feed-forward Layers. - Zihan Qiu; Zeyu Huang; Youcheng Huang; Jie Fu 001 (Tiny Papers @ ICLR, 2024)

See the Unseen: Better Context-Consistent Knowledge-Editing by Noises. - Youcheng Huang; Wenqiang Lei; Zheng Zhang 006; Jiancheng Lv 001; Shuicheng Yan (CoRR, 2024)

Dishonesty in Helpful and Harmless Alignment. - Youcheng Huang; Jingkun Tang; Duanyu Feng; Zheng Zhang 006; Wenqiang Lei; Jiancheng Lv 001; Anthony G. Cohn 001 (CoRR, 2024)

Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector. - Youcheng Huang; Fengbin Zhu; Jingkun Tang; Pan Zhou; Wenqiang Lei; Jiancheng Lv 001; Tat-Seng Chua (CoRR, 2024)

LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets. - Duanyu Feng; Bowen Qin; Chen Huang 006; Youcheng Huang; Zheng Zhang 006; Wenqiang Lei (AAAI, 2025)

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts. - Youcheng Huang; Chen Huang 006; Duanyu Feng; Wenqiang Lei; Jiancheng Lv 001 (ACL (1), 2025)

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information. - Youcheng Huang; Bowen Qin; Chen Huang 006; Duanyu Feng; Xi Yang; Wenqiang Lei (CoRR, 2025)