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Journal Articles
- 2020
[j4]Xianjin Zha, Chengsong Huang, Yalan Yan
, Guanxiang Yan, Xue Wang, Kun Zhang:
Understanding extended information seeking: The perspectives of psychological empowerment and digital libraries attachment. Aslib J. Inf. Manag. 72(5): 705-724 (2020)- [j3]Xianjin Zha, Kunfeng Liu, Yalan Yan, Chengsong Huang:
Understanding adaptive information seeking in the context of microblogging from the cognitive switching perspective. J. Libr. Inf. Sci. 52(4): 1237-1252 (2020) - 2019
- [j2]Xianjin Zha, Haijuan Yang, Yalan Yan, Guanxiang Yan, Chengsong Huang, Kunfeng Liu:
Exploring adaptive information sharing from the perspective of cognitive switching. Aslib J. Inf. Manag. 71(4): 535-557 (2019) - 2018
- [j1]Xianjin Zha, Haijuan Yang, Yalan Yan, Kunfeng Liu, Chengsong Huang:
Exploring the effect of social media information quality, source credibility and reputation on informational fit-to-task: Moderating role of focused immersion. Comput. Hum. Behav. 79: 227-237 (2018)
Conference and Workshop Papers
- 2025
- [c7]Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang:
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling. ICLR 2025 - [c6]Jixuan Leng, Chengsong Huang, Banghua Zhu, Jiaxin Huang:
Taming Overconfidence in LLMs: Reward Calibration in RLHF. ICLR 2025 - 2023
- [c5]Bill Yuchen Lin, Chengsong Huang, Qian Liu, Wenda Gu, Sam Sommerer, Xiang Ren:
On Grounded Planning for Embodied Tasks with Language Models. AAAI 2023: 13192-13200 - [c4]Leiyuan Chen, Chengsong Huang, Xiaoqing Zheng, Jinshu Lin, Xuanjing Huang:
TableVLM: Multi-modal Pre-training for Table Structure Recognition. ACL (1) 2023: 2437-2449 - [c3]Chenxi Gu, Xiaoqing Zheng, Jianhan Xu, Muling Wu, Cenyuan Zhang, Chengsong Huang, Hua Cai, Xuanjing Huang:
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation. EMNLP (Findings) 2023: 3685-3694 - 2021
- [c2]Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao:
Revisiting the Negative Data of Distantly Supervised Relation Extraction. ACL/IJCNLP (1) 2021: 3572-3581 - [c1]Chenhao Xie, Wenhao Huang, Jiaqing Liang, Chengsong Huang, Yanghua Xiao:
WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model. CIKM 2021: 2211-2220
Informal and Other Publications
- 2026
- [i19]Qi Qian, Chengsong Huang, Jingwen Xu, Changze Lv, Muling Wu, Wenhao Liu, Xiaogang Wang, Zhenghua Wang, Zisu Huang, Muzhao Tian, Jianhan Xu, Kun Hu, He-Da Wang, Yao Hu, Xuanjing Huang, Xiaoqing Zheng:
Benchmark^2: Systematic Evaluation of LLM Benchmarks. CoRR abs/2601.03986 (2026) - [i18]Chengsong Huang, Tong Zheng, Langlin Huang, Jinyuan Li, Haolin Liu, Jiaxin Huang:
RelayLLM: Efficient Reasoning via Collaborative Decoding. CoRR abs/2601.05167 (2026) - 2025
- [i17]Chengsong Huang, Langlin Huang, Jixuan Leng, Jiacheng Liu, Jiaxin Huang:
Efficient Test-Time Scaling via Self-Calibration. CoRR abs/2503.00031 (2025) - [i16]Jixuan Leng, Chengsong Huang, Langlin Huang, Bill Yuchen Lin, William W. Cohen, Haohan Wang, Jiaxin Huang:
CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation. CoRR abs/2504.00043 (2025) - [i15]Langlin Huang, Chengsong Huang, Jixuan Leng, Di Huang, Jiaxin Huang:
POSS: Position Specialist Generates Better Draft for Speculative Decoding. CoRR abs/2506.03566 (2025) - [i14]Chengsong Huang, Wenhao Yu, Xiaoyang Wang, Hongming Zhang, Zongxia Li, Ruosen Li, Jiaxin Huang, Haitao Mi, Dong Yu:
R-Zero: Self-Evolving Reasoning LLM from Zero Data. CoRR abs/2508.05004 (2025) - [i13]Zongxia Li, Wenhao Yu, Chengsong Huang, Rui Liu, Zhenwen Liang, Fuxiao Liu, Jingxi Che, Dian Yu, Jordan L. Boyd-Graber, Haitao Mi, Dong Yu:
Self-Rewarding Vision-Language Model via Reasoning Decomposition. CoRR abs/2508.19652 (2025) - [i12]Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, Runpeng Dai, Rui Liu, Huiwen Bao, Chengsong Huang, Heng Huang, Dong Yu:
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning. CoRR abs/2509.07980 (2025) - [i11]Yicheng He, Chengsong Huang, Zongxia Li, Jiaxin Huang, Yonghui Yang:
VisPlay: Self-Evolving Vision-Language Models from Images. CoRR abs/2511.15661 (2025) - [i10]Wenhao Yu, Zhenwen Liang, Chengsong Huang, Kishan Panaganti, Tianqing Fang, Haitao Mi, Dong Yu:
Guided Self-Evolving LLMs with Minimal Human Supervision. CoRR abs/2512.02472 (2025) - [i9]Yinxu Tang, Chengsong Huang, Jiaxin Huang, William Yeoh:
UniRel-R1: RL-tuned LLM Reasoning for Knowledge Graph Relational Question Answering. CoRR abs/2512.17043 (2025) - 2024
- [i8]Yongqi Tong, Sizhe Wang, Dawei Li, Yifan Wang, Simeng Han, Zi Lin, Chengsong Huang, Jiaxin Huang, Jingbo Shang:
Optimizing Language Model's Reasoning Abilities with Weak Supervision. CoRR abs/2405.04086 (2024) - [i7]Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang:
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling. CoRR abs/2407.09709 (2024) - [i6]Jixuan Leng, Chengsong Huang, Banghua Zhu, Jiaxin Huang:
Taming Overconfidence in LLMs: Reward Calibration in RLHF. CoRR abs/2410.09724 (2024) - [i5]Chengsong Huang, Langlin Huang, Jiaxin Huang:
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning. CoRR abs/2410.10074 (2024) - 2023
- [i4]Chengsong Huang, Qian Liu, Bill Yuchen Lin, Tianyu Pang, Chao Du, Min Lin:
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition. CoRR abs/2307.13269 (2023) - 2022
- [i3]Bill Yuchen Lin, Chengsong Huang, Qian Liu, Wenda Gu, Sam Sommerer, Xiang Ren:
On Grounded Planning for Embodied Tasks with Language Models. CoRR abs/2209.00465 (2022) - [i2]Chenxi Gu, Chengsong Huang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh:
Watermarking Pre-trained Language Models with Backdooring. CoRR abs/2210.07543 (2022) - 2021
- [i1]Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao:
Revisiting the Negative Data of Distantly Supervised Relation Extraction. CoRR abs/2105.10158 (2021)
Coauthor Index
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