Chengsong Huang

37 papers A* 3A 1Journal 29Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Benchmark^2: Systematic Evaluation of LLM Benchmarks. CoRR 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
2026	—	`conf`	Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning. EACL (Volume 1: Long Papers) Chengsong Huang, Langlin Huang, Jiaxin Huang
2026	J	`jnl`	MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data. CoRR Zongxia Li, Hongyang Du, Chengsong Huang, Xiyang Wu, Lantao Yu, Yicheng He, Jing Xie, Xiaomin Wu, Zhichao Liu, Jiarui Zhang, Fuxiao Liu
2026	J	`jnl`	MoCo: A One-Stop Shop for Model Collaboration Research. CoRR 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
2026	J	`jnl`	Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing. CoRR Tong Zheng, Chengsong Huang, Runpeng Dai, Yun He, Rui Liu, Xin Ni, Huiwen Bao, Kaishen Wang, Hongtu Zhu, Jiaxin Huang, Furong Huang, Heng Huang
2026	J	`jnl`	RelayLLM: Efficient Reasoning via Collaborative Decoding. CoRR Chengsong Huang, Tong Zheng, Langlin Huang, Jinyuan Li, Haolin Liu, Jiaxin Huang
2026	J	`jnl`	Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation. CoRR 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
2026	J	`jnl`	TTCS: Test-Time Curriculum Synthesis for Self-Evolving. CoRR Chengyi Yang, Zhishang Xiang, Yunbo Tang, Zongpei Teng, Chengsong Huang, Fei Long, Yuhan Liu, Jinsong Su
2026	J	`jnl`	Training Data Efficiency in Multimodal Process Reward Models. CoRR Jinyuan Li, Chengsong Huang, Langlin Huang, Shaoyang Xu, Haolin Liu, Wenxuan Zhang, Jiaxin Huang
2025	J	`jnl`	CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation. CoRR Jixuan Leng, Chengsong Huang, Langlin Huang, Bill Yuchen Lin, William W. Cohen, Haohan Wang, Jiaxin Huang
2025	J	`jnl`	Efficient Test-Time Scaling via Self-Calibration. CoRR Chengsong Huang, Langlin Huang, Jixuan Leng, Jiacheng Liu, Jiaxin Huang
2025	A*	`conf`	GOFA: A Generative One-For-All Model for Joint Graph Language Modeling. ICLR Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang
2025	J	`jnl`	Guided Self-Evolving LLMs with Minimal Human Supervision. CoRR Wenhao Yu, Zhenwen Liang, Chengsong Huang, Kishan Panaganti, Tianqing Fang, Haitao Mi, Dong Yu
2025	J	`jnl`	POSS: Position Specialist Generates Better Draft for Speculative Decoding. CoRR Langlin Huang, Chengsong Huang, Jixuan Leng, Di Huang, Jiaxin Huang
2025	J	`jnl`	Parallel-R1: Towards Parallel Thinking via Reinforcement Learning. CoRR Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, Runpeng Dai, Rui Liu, Huiwen Bao, Chengsong Huang, Heng Huang, Dong Yu
2025	J	`jnl`	R-Zero: Self-Evolving Reasoning LLM from Zero Data. CoRR Chengsong Huang, Wenhao Yu, Xiaoyang Wang, Hongming Zhang, Zongxia Li, Ruosen Li, Jiaxin Huang, Haitao Mi, Dong Yu
2025	J	`jnl`	Self-Rewarding Vision-Language Model via Reasoning Decomposition. CoRR Zongxia Li, Wenhao Yu, Chengsong Huang, Rui Liu, Zhenwen Liang, Fuxiao Liu, Jingxi Che, Dian Yu, Jordan L. Boyd-Graber, Haitao Mi, Dong Yu
2025	A*	`conf`	Taming Overconfidence in LLMs: Reward Calibration in RLHF. ICLR Jixuan Leng, Chengsong Huang, Banghua Zhu, Jiaxin Huang
2025	J	`jnl`	UniRel-R1: RL-tuned LLM Reasoning for Knowledge Graph Relational Question Answering. CoRR Yinxu Tang, Chengsong Huang, Jiaxin Huang, William Yeoh
2025	J	`jnl`	VisPlay: Self-Evolving Vision-Language Models from Images. CoRR Yicheng He, Chengsong Huang, Zongxia Li, Jiaxin Huang, Yonghui Yang
2024	J	`jnl`	Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning. CoRR Chengsong Huang, Langlin Huang, Jiaxin Huang
2024	J	`jnl`	GOFA: A Generative One-For-All Model for Joint Graph Language Modeling. CoRR Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang
2024	J	`jnl`	Optimizing Language Model's Reasoning Abilities with Weak Supervision. CoRR Yongqi Tong, Sizhe Wang, Dawei Li, Yifan Wang, Simeng Han, Zi Lin, Chengsong Huang, Jiaxin Huang, Jingbo Shang
2024	J	`jnl`	Taming Overconfidence in LLMs: Reward Calibration in RLHF. CoRR Jixuan Leng, Chengsong Huang, Banghua Zhu, Jiaxin Huang
2023	J	`jnl`	LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition. CoRR Chengsong Huang, Qian Liu, Bill Yuchen Lin, Tianyu Pang, Chao Du, Min Lin
2023	A*	`conf`	On Grounded Planning for Embodied Tasks with Language Models. AAAI Bill Yuchen Lin, Chengsong Huang, Qian Liu, Wenda Gu, Sam Sommerer, Xiang Ren
2023	—	`conf`	TableVLM: Multi-modal Pre-training for Table Structure Recognition. ACL (1) Leiyuan Chen, Chengsong Huang, Xiaoqing Zheng, Jinshu Lin, Xuanjing Huang
2023	—	`conf`	Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation. EMNLP (Findings) Chenxi Gu, Xiaoqing Zheng, Jianhan Xu, Muling Wu, Cenyuan Zhang, Chengsong Huang, Hua Cai, Xuanjing Huang
2022	J	`jnl`	On Grounded Planning for Embodied Tasks with Language Models. CoRR Bill Yuchen Lin, Chengsong Huang, Qian Liu, Wenda Gu, Sam Sommerer, Xiang Ren
2022	J	`jnl`	Watermarking Pre-trained Language Models with Backdooring. CoRR Chenxi Gu, Chengsong Huang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
2021	—	`conf`	Revisiting the Negative Data of Distantly Supervised Relation Extraction. ACL/IJCNLP (1) Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao
2021	J	`jnl`	Revisiting the Negative Data of Distantly Supervised Relation Extraction. CoRR Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao
2021	A	`conf`	WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model. CIKM Chenhao Xie, Wenhao Huang, Jiaqing Liang, Chengsong Huang, Yanghua Xiao
2020	J	`jnl`	Understanding adaptive information seeking in the context of microblogging from the cognitive switching perspective. J. Libr. Inf. Sci. Xianjin Zha, Kunfeng Liu, Yalan Yan, Chengsong Huang
2020	J	`jnl`	Understanding extended information seeking: The perspectives of psychological empowerment and digital libraries attachment. Aslib J. Inf. Manag. Xianjin Zha, Chengsong Huang, Yalan Yan, Guanxiang Yan, Xue Wang, Kun Zhang
2019	J	`jnl`	Exploring adaptive information sharing from the perspective of cognitive switching. Aslib J. Inf. Manag. Xianjin Zha, Haijuan Yang, Yalan Yan, Guanxiang Yan, Chengsong Huang, Kunfeng Liu
2018	J	`jnl`	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. Xianjin Zha, Haijuan Yang, Yalan Yan, Kunfeng Liu, Chengsong Huang