Songyang Gao

13 papers at tracked venues · 10 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ACL ×6 EMNLP ×3 NeurIPS ×2 AAAI ×1 ICML ×1

Frequent coauthors

Qi Zhang

×10

Xuanjing Huang

×8

Tao Gui

×7

Qiming Ge

×5

Zhiheng Xi

×4

Rui Zheng

×4

Yicheng Zou

×4

Shihan Dou

×4

Junjie Ye

×4

Wenwei Zhang

×4

Kai Chen

×4

Enyu Zhou

×3

Papers

AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments
ACL 2025 ·
Zhiheng Xi
,
Yiwen Ding
,
Wenxiang Chen
,
Boyang Hong
,
Honglin Guo
,
Junzhe Wang
,
Xin Guo
,
Dingwen Yang
,
Chenyang Liao
,
Wei He
, Songyang Gao,
Lu Chen
,
Rui Zheng
,
Yicheng Zou
,
Tao Gui
,
Qi Zhang
,
Xipeng Qiu
,
Xuanjing Huang
,
Zuxuan Wu
,
Yu-Gang Jiang
Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning
AAAI 2025 ·
Shihan Dou
,
Yan Liu
,
Enyu Zhou
, Songyang Gao,
Tianlong Li
,
Limao Xiong
,
Xin Zhao
,
Haoxiang Jia
,
Junjie Ye
,
Rui Zheng
,
Tao Gui
,
Qi Zhang
,
Xuanjing Huang
Are Your LLMs Capable of Stable Reasoning?
ACL 2025 ·
Junnan Liu
,
Hongwei Liu
,
Linchen Xiao
,
Ziyi Wang
,
Kuikun Liu
, Songyang Gao,
Wenwei Zhang
,
Songyang Zhang
,
Kai Chen
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law
ACL 2025 ·
Qiming Ge
,
Shuhao Xing
, Songyang Gao,
Yunhua Zhou
,
Yicheng Zou
,
Songyang Zhang
,
Zhi Chen
,
Hang Yan
,
Qi Zhang
,
Qipeng Guo
,
Kai Chen
CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward
EMNLP 2025 ·
Shudong Liu
,
Hongwei Liu
,
Junnan Liu
,
Linchen Xiao
, Songyang Gao,
Chengqi Lyu
,
Yuzhe Gu
,
Wenwei Zhang
,
Derek F. Wong
,
Songyang Zhang
,
Kai Chen
Pre-Trained Policy Discriminators are General Reward Models
NeurIPS 2025 ·
Shihan Dou
,
Shichun Liu
,
Yuming Yang
,
Yicheng Zou
,
Yunhua Zhou
,
Shuhao Xing
,
Chenhao Huang
,
Qiming Ge
,
Haijun Lv
,
Demin Song
, Songyang Gao,
Chengqi Lyu
,
Enyu Zhou
,
Honglin Guo
,
Zhiheng Xi
,
Qipeng Guo
,
Wenwei Zhang
,
Tao Gui
,
Qi Zhang
,
Xipeng Qiu
,
Xuanjing Huang
,
Kai Chen
Semi-off-Policy Reinforcement Learning for Vision-Language Slow-Thinking Reasoning
NeurIPS 2025 ·
Junhao Shen
,
Haiteng Zhao
,
Yuzhe Gu
, Songyang Gao,
Kuikun Liu
,
Haian Huang
,
Jianfei Gao
,
Dahua Lin
,
Wenwei Zhang
,
Kai Chen
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data
EMNLP 2024 ·
Han Xia
, Songyang Gao,
Qiming Ge
,
Zhiheng Xi
,
Qi Zhang
,
Xuanjing Huang
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
ICML 2024 · Songyang Gao,
Qiming Ge
,
Wei Shen
,
Shihan Dou
,
Junjie Ye
,
Xiao Wang
,
Rui Zheng
,
Yicheng Zou
,
Zhi Chen
,
Hang Yan
,
Qi Zhang
,
Dahua Lin
LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
ACL 2024 ·
Shihan Dou
,
Enyu Zhou
,
Yan Liu
, Songyang Gao,
Wei Shen
,
Limao Xiong
,
Yuhao Zhou
,
Xiao Wang
,
Zhiheng Xi
,
Xiaoran Fan
,
Shiliang Pu
,
Jiang Zhu
,
Rui Zheng
,
Tao Gui
,
Qi Zhang
,
Xuanjing Huang
Navigating the OverKill in Large Language Models
ACL 2024 ·
Chenyu Shi
,
Xiao Wang
,
Qiming Ge
, Songyang Gao,
Xianjun Yang
,
Tao Gui
,
Qi Zhang
,
Xuanjing Huang
,
Xun Zhao
,
Dahua Lin
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
EMNLP 2024 ·
Junjie Ye
,
Yilong Wu
, Songyang Gao,
Caishuang Huang
,
Sixian Li
,
Guanyu Li
,
Xiaoran Fan
,
Qi Zhang
,
Tao Gui
,
Xuanjing Huang
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
ACL 2024 ·
Junjie Ye
,
Sixian Li
,
Guanyu Li
,
Caishuang Huang
, Songyang Gao,
Yilong Wu
,
Qi Zhang
,
Tao Gui
,
Xuanjing Huang