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Chengsong Huang
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2020 – today
- 2026
- [c8]Chengsong Huang, Langlin Huang, Jiaxin Huang:
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning. EACL (Volume 1: Long Papers) 2026: 229-249 - [i25]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) - [i24]Chengsong Huang, Tong Zheng, Langlin Huang, Jinyuan Li, Haolin Liu, Jiaxin Huang:
RelayLLM: Efficient Reasoning via Collaborative Decoding. CoRR abs/2601.05167 (2026) - [i23]Shangbin Feng, Yuyang Bai, Ziyuan Yang, Yike Wang, Zhaoxuan Tan, Jiajie Yan, Zhen Lei, Wenxuan Ding, Weijia Shi, Haojin Wang, Zhenting Qi, Yuru Jiang, Heng Wang, Chengsong Huang, Yu Fei, Jihan Yao, Yilun Du, Luke Zettlemoyer, Yejin Choi, Yulia Tsvetkov:
MoCo: A One-Stop Shop for Model Collaboration Research. CoRR abs/2601.21257 (2026) - [i22]Chengyi Yang, Zhishang Xiang, Yunbo Tang, Zongpei Teng, Chengsong Huang, Fei Long, Yuhan Liu, Jinsong Su:
TTCS: Test-Time Curriculum Synthesis for Self-Evolving. CoRR abs/2601.22628 (2026) - [i21]Jiashuo Sun, Pengcheng Jiang, Saizhuo Wang, Jiajun Fan, Heng Wang, Siru Ouyang, Ming Zhong, Yizhu Jiao, Chengsong Huang, Xueqiang Xu, Pengrui Han, Peiran Li, Jiaxin Huang, Ge Liu, Heng Ji, Jiawei Han:
Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation. CoRR abs/2602.03689 (2026) - [i20]Tong Zheng, Chengsong Huang, Runpeng Dai, Yun He, Rui Liu, Xin Ni, Huiwen Bao, Kaishen Wang, Hongtu Zhu, Jiaxin Huang, Furong Huang, Heng Huang:
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing. CoRR abs/2602.03845 (2026) - [i19]Jinyuan Li, Chengsong Huang, Langlin Huang, Shaoyang Xu, Haolin Liu, Wenxuan Zhang, Jiaxin Huang:
Training Data Efficiency in Multimodal Process Reward Models. CoRR abs/2602.04145 (2026) - [i18]Zongxia Li, Hongyang Du, Chengsong Huang, Xiyang Wu, Lantao Yu, Yicheng He, Jing Xie, Xiaomin Wu, Zhichao Liu, Jiarui Zhang, Fuxiao Liu:
MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data. CoRR abs/2603.09206 (2026) - 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 - [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
- [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 - [i4]Chengsong Huang, Qian Liu, Bill Yuchen Lin, Tianyu Pang
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
- [c2]Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang
Revisiting the Negative Data of Distantly Supervised Relation Extraction. ACL/IJCNLP (1) 2021: 3572-3581 - [c1]Chenhao Xie, Wenhao Huang
WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model. CIKM 2021: 2211-2220 - [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) - 2020
- [j4]Xianjin Zha, Chengsong Huang, Yalan Yan
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
Understanding adaptive information seeking in the context of microblogging from the cognitive switching perspective. J. Libr. Inf. Sci. 52(4): 1237-1252 (2020)
2010 – 2019
- 2019
- [j2]Xianjin Zha, Haijuan Yang, Yalan Yan
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
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)
Coauthor Index
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