Deren Lei

18 papers A 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Reasoning Gains: Mitigating General Capabilities Forgetting in Large Reasoning Models.
CoRR
Hoang Phan, Xianjun Yang, Kevin Yao, Jingyu Zhang, Shengjie Bi, Xiaocheng Tang, Madian Khabsa, Lijuan Liu, Deren Lei
2025 — conf
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data.
NAACL (Long Papers)
Deren Lei, Yaxi Li, Siyao Li, Mengya Hu, Rui Xu, Ken Archer, Mingyu Wang, Emily Ching, Alex Deng
2025 J jnl
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data.
CoRR
Deren Lei, Yaxi Li, Siyao Li, Mengya Hu, Rui Xu, Ken Archer, Mingyu Wang, Emily Ching, Alex Deng
2025 A conf
InvisMark: Invisible and Robust Watermarking for AI-generated Image Provenance.
WACV
Rui Xu, Mengya Hu, Deren Lei, Yaxi Li, David Lowe, Alex Gorevski, Mingyu Wang, Emily Ching, Alex Deng
2024 J jnl
InvisMark: Invisible and Robust Watermarking for AI-generated Image Provenance.
CoRR
Rui Xu, Mengya Hu, Deren Lei, Yaxi Li, David Lowe, Alex Gorevski, Mingyu Wang, Emily Ching, Alex Deng
2024 J jnl
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection.
CoRR
Mengya Hu, Rui Xu, Deren Lei, Yaxi Li, Mingyu Wang, Emily Ching, Eslam Kamal, Alex Deng
2023 J jnl
Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations.
CoRR
Deren Lei, Yaxi Li, Mengya Hu, Mingyu Wang, Vincent Yun, Emily Ching, Eslam Kamal
2021 — conf
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation.
EMNLP (1)
Yuning Mao, Wenchang Ma, Deren Lei, Jiawei Han, Xiang Ren
2021 J jnl
Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation.
CoRR
Yuning Mao, Wenchang Ma, Deren Lei, Xiang Ren
2020 — conf
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning.
EMNLP (1)
Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren
2020 J jnl
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning.
CoRR
Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren
2020 — conf
Learning to Reason in Round-Based Games: Multi-Task Sequence Generation for Purchasing Decision Making in First-Person Shooters.
AIIDE
Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda
2020 J jnl
Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters.
CoRR
Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda
2019 — conf
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization.
EMNLP/IJCNLP (1)
Siyao Li, Deren Lei, Pengda Qin, William Yang Wang
2019 J jnl
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization.
CoRR
Siyao Li, Deren Lei, Pengda Qin, William Yang Wang
2019 — conf
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing.
NAACL-HLT (1)
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
2019 J jnl
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing.
CoRR
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
2018 J jnl
Implicit Regularization of Stochastic Gradient Descent in Natural Language Processing: Observations and Implications.
CoRR
Deren Lei, Zichen Sun, Yijun Xiao, William Yang Wang